First version rtabmap_launch working

This commit is contained in:
matlabbe
2023-02-19 18:55:24 -08:00
parent 2f4aadacbb
commit 2dd931248e
418 changed files with 5304 additions and 3493 deletions
@@ -0,0 +1,53 @@
<?xml version="1.0"?>
<launch>
<param name="use_sim_time" type="bool" value="True"/>
<!-- SLAM (robot side) -->
<!-- args: "delete_db_on_start" and "udebug" -->
<group ns="rtabmap">
<node name="rtabmap" pkg="rtabmap_ros" type="rtabmap" output="screen" args="--delete_db_on_start">
<param name="frame_id" type="string" value="base_footprint"/>
<param name="subscribe_depth" type="bool" value="true"/>
<param name="subscribe_laserScan" type="bool" value="true"/>
<remap from="odom" to="/base_controller/odom"/>
<remap from="scan" to="/base_scan"/>
<remap from="rgb/image" to="/camera/data_throttled_image"/>
<remap from="depth/image" to="/camera/data_throttled_image_depth"/>
<remap from="rgb/camera_info" to="/camera/data_throttled_camera_info"/>
<param name="rgb/image_transport" type="string" value="compressed"/>
<param name="depth/image_transport" type="string" value="compressedDepth"/>
<param name="queue_size" type="int" value="10"/>
<!-- RTAB-Map's parameters: do "rosrun rtabmap rtabmap (double-dash)params" to see the list of available parameters. -->
<param name="RGBD/ScanMatchingSize" type="string" value="1"/> <!-- Do odometry correction with consecutive laser scans -->
<param name="RGBD/LocalLoopDetectionSpace" type="string" value="true"/> <!-- Local loop closure detection (using estimated position) with locations in WM -->
<param name="RGBD/LocalLoopDetectionTime" type="string" value="false"/> <!-- Local loop closure detection with locations in STM -->
<param name="Mem/BadSignaturesIgnored" type="string" value="false"/> <!-- Don't ignore bad images for 3D node creation (e.g. white walls) -->
<param name="LccIcp/Type" type="string" value="2"/> <!-- Loop closure transformation refining with ICP: 0=No ICP, 1=ICP 3D, 2=ICP 2D -->
<param name="LccIcp2/Iterations" type="string" value="100"/>
<param name="LccIcp2/VoxelSize" type="string" value="0"/>
<param name="LccBow/MinInliers" type="string" value="5"/> <!-- 3D visual words minimum inliers to accept loop closure -->
<param name="LccBow/MaxDepth" type="string" value="4.0"/> <!-- 3D visual words maximum depth 0=infinity -->
<param name="LccBow/InlierDistance" type="string" value="0.1"/> <!-- 3D visual words correspondence distance -->
<param name="RGBD/AngularUpdate" type="string" value="0.01"/> <!-- Update map only if the robot is moving -->
<param name="RGBD/LinearUpdate" type="string" value="0.01"/> <!-- Update map only if the robot is moving -->
<param name="Rtabmap/TimeThr" type="string" value="700"/>
<param name="Mem/RehearsalSimilarity" type="string" value="0.45"/>
<param name="Mem/RehearsedNodesKept" type="string" value="false"/>
</node>
</group>
<!-- send AZIMUT 3 urdf to param server -->
<param name="robot_description" command="$(find xacro)/xacro.py '$(find az3_description)/robots/azimut_3_laser.urdf.xacro'" />
<!-- Visualisation -->
<include file="$(find rtabmap_ros)/launch/azimut3/az3_mapping_client.launch"/>
</launch>
@@ -0,0 +1,37 @@
<?xml version="1.0"?>
<launch>
<!-- rosbag record camera/data_throttled_image/compressed camera/data_throttled_image_depth/compressedDepth camera/data_throttled_camera_info tf base_scan /base_controller/odom -->
<include file="$(find az3_bringup)/az3_standalone.launch"/>
<!-- To control with only one joystick -->
<include file="$(find turtlebot_teleop)/launch/includes/velocity_smoother.launch.xml"/>
<node pkg="turtlebot_teleop" type="turtlebot_teleop_joy" name="turtlebot_teleop_joystick">
<param name="scale_angular" value="1.5"/>
<param name="scale_linear" value="0.5"/>
<remap from="turtlebot_teleop_joystick/cmd_vel" to="base_controller/cmd_vel"/>
</node>
<node pkg="joy" type="joy_node" name="joystick"/>
<!-- OpenNI -->
<include file="$(find rtabmap_ros)/launch/azimut3/az3_openni.launch"/>
<!-- Throttling messages -->
<group ns="camera">
<node pkg="nodelet" type="nodelet" name="data_throttle" args="load rtabmap_ros/data_throttle camera_nodelet_manager" output="screen">
<param name="rate" type="double" value="10.0"/>
<remap from="rgb/image_in" to="rgb/image_rect_color"/>
<remap from="depth/image_in" to="depth_registered/image_raw"/>
<remap from="rgb/camera_info_in" to="depth_registered/camera_info"/>
<remap from="rgb/image_out" to="data_throttled_image"/>
<remap from="depth/image_out" to="data_throttled_image_depth"/>
<remap from="rgb/camera_info_out" to="data_throttled_camera_info"/>
</node>
</group>
</launch>
@@ -0,0 +1,47 @@
<?xml version="1.0"?>
<launch>
<!-- record data to RTAB-Map database format (like a ROS bag, but usable in RTAB-Map for Windows/Mac OS X) -->
<include file="$(find az3_bringup)/az3_standalone.launch"/>
<include file="$(find az3_bringup)/joystick.launch"/>
<!-- OpenNI -->
<include file="$(find rtabmap_ros)/launch/azimut3/az3_openni.launch"/>
<!-- Throttling messages -->
<group ns="camera">
<node pkg="nodelet" type="nodelet" name="data_throttle" args="load rtabmap_ros/data_throttle camera_nodelet_manager" output="screen">
<param name="rate" type="double" value="10.0"/>
<remap from="rgb/image_in" to="rgb/image_rect_color"/>
<remap from="depth/image_in" to="depth_registered/image_raw"/>
<remap from="rgb/camera_info_in" to="rgb/camera_info"/>
<remap from="rgb/image_out" to="data_throttled_image"/>
<remap from="depth/image_out" to="data_throttled_image_depth"/>
<remap from="rgb/camera_info_out" to="data_throttled_camera_info"/>
</node>
</group>
<node name="data_recorder" pkg="rtabmap_ros" type="data_recorder" output="screen">
<param name="output_file_name" value="az3_record.db" type="string"/>
<param name="frame_id" type="string" value="base_footprint"/>
<param name="subscribe_odometry" type="bool" value="true"/>
<param name="subscribe_depth" type="bool" value="true"/>
<param name="subscribe_laserScan" type="bool" value="true"/>
<remap from="odom" to="/base_controller/odom"/>
<remap from="scan" to="/base_scan"/>
<remap from="rgb/image" to="camera/data_throttled_image"/>
<remap from="depth/image" to="camera/data_throttled_image_depth"/>
<remap from="rgb/camera_info" to="camera/data_throttled_camera_info"/>
<param name="queue_size" type="int" value="10"/>
</node>
</launch>
@@ -0,0 +1,34 @@
<?xml version="1.0"?>
<launch>
<!-- Remote teleop -->
<!-- <include file="$(find az3_bringup)/joystick.launch"/> -->
<!-- We have two nodes (grid_map_assembler and rviz) subscribing to /rtabmap/mapData, so use -->
<!-- a relay on this machine, same for images -->
<node name="mapData_relay" type="relay" pkg="topic_tools" args="/rtabmap/mapData /rtabmap/mapData_relay"/>
<node name="camera_info_relay" type="relay" pkg="topic_tools" args="/camera/data_throttled_camera_info /camera/data_throttled_camera_info_relay"/>
<node name="republish_rgb" type="republish" pkg="image_transport" args="theora in:=/camera/data_throttled_image raw out:=/camera/data_throttled_image_relay" />
<node name="republish_depth" type="republish" pkg="image_transport" args="compressedDepth in:=/camera/data_throttled_image_depth raw out:=/camera/data_throttled_image_depth_relay" />
<!-- Grid map assembler for rviz -->
<node pkg="rtabmap_ros" type="grid_map_assembler" name="grid_map_assembler" output="screen">
<remap from="mapData" to="rtabmap/mapData_relay"/>
<remap from="grid_map" to="rtabmap/grid_map"/>
</node>
<node pkg="rviz" type="rviz" name="rviz" args="-d $(find rtabmap_ros)/launch/azimut3/config/azimut3.rviz"/>
<!-- Below, construct point cloud of the latest throttled data, disabled for bandwidth efficiency -->
<node pkg="nodelet" type="nodelet" name="standalone_nodelet" args="manager" output="screen"/>
<node pkg="nodelet" type="nodelet" name="points_xyzrgb" args="load rtabmap_ros/point_cloud_xyzrgb standalone_nodelet">
<remap from="rgb/image" to="/camera/data_throttled_image_relay"/>
<remap from="depth/image" to="/camera/data_throttled_image_depth_relay"/>
<remap from="rgb/camera_info" to="/camera/data_throttled_camera_info_relay"/>
<remap from="cloud" to="voxel_cloud" />
<param name="queue_size" type="int" value="10"/>
<param name="voxel_size" type="double" value="0.01"/>
</node>
</launch>
@@ -0,0 +1,10 @@
<?xml version="1.0"?>
<launch>
<!-- relays -->
<node name="mapData_relay" type="relay" pkg="topic_tools" args="/rtabmap/mapData_optimized /rtabmap/mapData_relay"/>
<node name="republish_rgb" type="republish" pkg="image_transport" args="theora in:=/stereo_camera/left/image_rect_color raw out:=/stereo_camera/left/image_rect_color_relay" />
<node pkg="rviz" type="rviz" name="rviz" args="-d $(find rtabmap_ros)/launch/azimut3/config/azimut3_stereo_nav.rviz"/>
</launch>
@@ -0,0 +1,63 @@
<?xml version="1.0"?>
<launch>
<!-- AZIMUT 3 bringup: launch motors/odometry, laser scan and openni -->
<include file="$(find az3_bringup)/az3_standalone.launch"/>
<!-- <include file="$(find az3_bringup)/joystick.launch"/> -->
<!-- OpenNI -->
<include file="$(find rtabmap_ros)/launch/azimut3/az3_openni.launch"/>
<!-- Throttling messages -->
<group ns="camera">
<node pkg="nodelet" type="nodelet" name="data_throttle" args="load rtabmap_ros/data_throttle camera_nodelet_manager" output="screen">
<param name="rate" type="double" value="5.0"/>
<remap from="rgb/image_in" to="rgb/image_rect_color"/>
<remap from="depth/image_in" to="depth_registered/image_raw"/>
<remap from="rgb/camera_info_in" to="depth_registered/camera_info"/>
<remap from="rgb/image_out" to="data_throttled_image"/>
<remap from="depth/image_out" to="data_throttled_image_depth"/>
<remap from="rgb/camera_info_out" to="data_throttled_camera_info"/>
</node>
</group>
<!-- SLAM (robot side) -->
<!-- args: "delete_db_on_start" and "udebug" -->
<group ns="rtabmap">
<node name="rtabmap" pkg="rtabmap_ros" type="rtabmap" output="screen" args="--delete_db_on_start">
<param name="frame_id" type="string" value="base_footprint"/>
<param name="subscribe_depth" type="bool" value="true"/>
<param name="subscribe_laserScan" type="bool" value="true"/>
<remap from="odom" to="/base_controller/odom"/>
<remap from="scan" to="/base_scan"/>
<remap from="rgb/image" to="/camera/data_throttled_image"/>
<remap from="depth/image" to="/camera/data_throttled_image_depth"/>
<remap from="rgb/camera_info" to="/camera/data_throttled_camera_info"/>
<param name="queue_size" type="int" value="10"/>
<!-- RTAB-Map's parameters: do "rosrun rtabmap rtabmap (double-dash)params" to see the list of available parameters. -->
<param name="RGBD/ScanMatchingSize" type="string" value="1"/> <!-- Do odometry correction with consecutive laser scans -->
<param name="RGBD/LocalLoopDetectionSpace" type="string" value="true"/> <!-- Local loop closure detection (using estimated position) with locations in WM -->
<param name="RGBD/LocalLoopDetectionTime" type="string" value="false"/> <!-- Local loop closure detection with locations in STM -->
<param name="Mem/BadSignaturesIgnored" type="string" value="false"/> <!-- Don't ignore bad images for 3D node creation (e.g. white walls) -->
<param name="LccIcp/Type" type="string" value="2"/> <!-- Loop closure transformation refining with ICP: 0=No ICP, 1=ICP 3D, 2=ICP 2D -->
<param name="LccIcp2/Iterations" type="string" value="100"/>
<param name="LccIcp2/VoxelSize" type="string" value="0"/>
<param name="LccBow/MinInliers" type="string" value="5"/> <!-- 3D visual words minimum inliers to accept loop closure -->
<param name="LccBow/MaxDepth" type="string" value="4.0"/> <!-- 3D visual words maximum depth 0=infinity -->
<param name="LccBow/InlierDistance" type="string" value="0.1"/> <!-- 3D visual words correspondence distance -->
<param name="RGBD/AngularUpdate" type="string" value="0.01"/> <!-- Update map only if the robot is moving -->
<param name="RGBD/LinearUpdate" type="string" value="0.01"/> <!-- Update map only if the robot is moving -->
<param name="Rtabmap/TimeThr" type="string" value="700"/>
<param name="Mem/RehearsalSimilarity" type="string" value="0.45"/>
<param name="Mem/RehearsedNodesKept" type="string" value="false"/>
</node>
</group>
</launch>
@@ -0,0 +1,51 @@
<?xml version="1.0"?>
<launch>
<!-- AZIMUT 3 bringup: launch motors/odometry, laser scan and openni -->
<include file="$(find az3_bringup)/az3_standalone.launch"/>
<!-- <include file="$(find az3_bringup)/joystick.launch"/> -->
<!-- OpenNI -->
<include file="$(find rtabmap_ros)/launch/azimut3/az3_openni.launch"/>
<!-- Throttling messages -->
<group ns="camera">
<node pkg="nodelet" type="nodelet" name="data_throttle" args="load rtabmap_ros/data_throttle camera_nodelet_manager" output="screen">
<param name="rate" type="double" value="5.0"/>
<remap from="rgb/image_in" to="rgb/image_rect_color"/>
<remap from="depth/image_in" to="depth_registered/image_raw"/>
<remap from="rgb/camera_info_in" to="depth_registered/camera_info"/>
<remap from="rgb/image_out" to="data_throttled_image"/>
<remap from="depth/image_out" to="data_throttled_image_depth"/>
<remap from="rgb/camera_info_out" to="data_throttled_camera_info"/>
</node>
</group>
<!-- SLAM (robot side) -->
<!-- args: "delete_db_on_start" and "udebug" -->
<group ns="rtabmap">
<node name="rtabmap" pkg="rtabmap_ros" type="rtabmap" output="screen" args="--delete_db_on_start">
<param name="frame_id" type="string" value="base_footprint"/>
<param name="subscribe_depth" type="bool" value="true"/>
<remap from="odom" to="/base_controller/odom"/>
<remap from="rgb/image" to="/camera/data_throttled_image"/>
<remap from="depth/image" to="/camera/data_throttled_image_depth"/>
<remap from="rgb/camera_info" to="/camera/data_throttled_camera_info"/>
<param name="queue_size" type="int" value="10"/>
<!-- RTAB-Map's parameters: do "rosrun rtabmap rtabmap (double-dash)params" to see the list of available parameters. -->
<param name="RGBD/LocalLoopDetectionTime" type="string" value="false"/> <!-- Local loop closure detection with locations in STM -->
<param name="Mem/BadSignaturesIgnored" type="string" value="false"/> <!-- Don't ignore bad images for 3D node creation (e.g. white walls) -->
<param name="RGBD/AngularUpdate" type="string" value="0.01"/> <!-- Update map only if the robot is moving -->
<param name="RGBD/LinearUpdate" type="string" value="0.01"/> <!-- Update map only if the robot is moving -->
<param name="Rtabmap/TimeThr" type="string" value="700"/>
<param name="Mem/RehearsalSimilarity" type="string" value="0.45"/>
<param name="Mem/RehearsedNodesKept" type="string" value="false"/>
</node>
</group>
</launch>
@@ -0,0 +1,28 @@
<?xml version="1.0"?>
<launch>
<!-- "Disable" odometry from azimut3 -->
<group ns="base_controller">
<param name="odom_frame_id" type="string" value="az3_odom"/>
<param name="base_frame_id" type="string" value="az3_base_link"/>
</group>
<remap from="/base_controller/odom" to="/base_controller/az3_odom"/>
<!-- use same launch file as "Kinect + Odometry" configuration -->
<include file="$(find rtabmap_ros)/launch/azimut3/az3_mapping_robot_kinect_odom.launch"/>
<!-- Odometry -->
<node pkg="rtabmap_ros" type="visual_odometry" name="visual_odometry" output="screen">
<remap from="rgb/image" to="/camera/rgb/image_rect_color"/>
<remap from="depth/image" to="/camera/depth_registered/image_raw"/>
<remap from="rgb/camera_info" to="/camera/depth_registered/camera_info"/>
<remap from="odom" to="/base_controller/odom"/>
<param name="Odom/MinInliers" type="string" value="10"/>
<param name="Odom/InlierDistance" type="string" value="0.01"/>
<param name="frame_id" type="string" value="base_footprint"/>
</node>
</launch>
@@ -0,0 +1,132 @@
<?xml version="1.0"?>
<launch>
<arg name="rtabmap_args" default="" />
<arg name="localization" default="false" />
<!-- AZIMUT 3 bringup: launch motors/odometry -->
<include file="$(find az3_bringup)/az3_standalone.launch"/>
<!-- OpenNI -->
<include file="$(find rtabmap_ros)/launch/azimut3/az3_openni.launch"/>
<!-- SLAM (robot side) -->
<group ns="rtabmap">
<node name="rtabmap" pkg="rtabmap_ros" type="rtabmap" output="screen" args="$(arg rtabmap_args)">
<param name="frame_id" type="string" value="base_footprint"/>
<param name="subscribe_laserScan" type="bool" value="true"/>
<param name="use_action_for_goal" type="bool" value="true"/>
<remap from="scan" to="/kinect_scan"/>
<remap from="odom" to="/base_controller/odom"/>
<remap from="rgb/image" to="/camera/rgb/image_rect_color"/>
<remap from="depth/image" to="/camera/depth_registered/image_raw"/>
<remap from="rgb/camera_info" to="/camera/depth_registered/camera_info"/>
<remap from="goal_out" to="current_goal"/>
<remap from="move_base" to="/planner/move_base"/>
<remap from="grid_map" to="/map"/>
<!-- RTAB-Map's parameters -->
<param unless="$(arg localization)" name="Rtabmap/TimeThr" type="string" value="500"/>
<param if="$(arg localization)" name="Mem/IncrementalMemory" type="string" value="false"/>
<param if="$(arg localization)" name="Mem/InitWMWithAllNodes" type="string" value="true"/>
<param name="RGBD/PoseScanMatching" type="string" value="true"/>
<param name="RGBD/LocalRadius" type="string" value="4"/>
<param name="Mem/RehearsalSimilarity" type="string" value="0.30"/>
<param name="Rtabmap/DetectionRate" type="string" value="1"/>
<param name="RGBD/OptimizeSlam2d" type="string" value="true"/>
<param name="RGBD/OptimizeFromGraphEnd" type="string" value="true"/>
<param name="RGBD/OptimizeVarianceIgnored" type="string" value="false"/>
<param name="RGBD/PlanAngularVelocity" type="string" value="1.0"/> <!-- preference for path traversed forward -->
<param name="LccBow/Force2D" type="string" value="true"/>
<param name="LccIcp/Type" type="string" value="2"/>
<param name="LccIcp2/CorrespondenceRatio" type="string" value="0.2"/>
</node>
</group>
<!-- teleop -->
<node name="joy" pkg="joy" type="joy_node"/>
<group ns="teleop">
<remap from="joy" to="/joy"/>
<node name="teleop" pkg="nodelet" type="nodelet" args="standalone azimut_tools/Teleop"/>
<param name="cmd_eta/abtr_priority" value="50"/>
</group>
<!-- ROS navigation stack move_base -->
<group ns="planner">
<remap from="scan" to="/kinect_scan"/>
<remap from="obstacles_cloud" to="/obstacles_cloud"/>
<remap from="ground_cloud" to="/ground_cloud"/>
<remap from="map" to="/map"/>
<node pkg="move_base" type="move_base" respawn="true" name="move_base" output="screen">
<param name="base_global_planner" value="navfn/NavfnROS"/>
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/costmap_common_params_2d.yaml" command="load" ns="global_costmap" />
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/costmap_common_params_2d.yaml" command="load" ns="local_costmap" />
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/local_costmap_params.yaml" command="load" ns="local_costmap" />
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/global_costmap_params.yaml" command="load" ns="global_costmap"/>
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/base_local_planner_params.yaml" command="load" />
</node>
<param name="cmd_vel/abtr_priority" value="10"/>
</group>
<node name="az3_abtr" pkg="azimut_tools" type="azimut_abtr_priority_node">
<remap from="abtr_cmd_eta" to="/base_controller/cmd_eta"/>
</node>
<!-- Arbitration between teleop and planner -->
<node name="register_cmd_eta" pkg="abtr_priority" type="register"
args="/cmd_eta /teleop/cmd_eta"/>
<node name="register_cmd_vel" pkg="abtr_priority" type="register"
args="/cmd_vel /planner/cmd_vel"/>
<!-- Throttling messages -->
<group ns="camera">
<node pkg="nodelet" type="nodelet" name="data_throttle" args="load rtabmap_ros/data_throttle camera_nodelet_manager">
<param name="rate" type="double" value="3"/>
<remap from="rgb/image_in" to="rgb/image_rect_color"/>
<remap from="depth/image_in" to="depth_registered/image_raw"/>
<remap from="rgb/camera_info_in" to="depth_registered/camera_info"/>
<remap from="rgb/image_out" to="throttled_image"/>
<remap from="depth/image_out" to="throttled_image_depth"/>
<remap from="rgb/camera_info_out" to="throttled_camera_info"/>
</node>
<!-- for the planner -->
<node pkg="nodelet" type="nodelet" name="obstacle_nodelet_manager" args="manager" output="screen"/>
<node pkg="nodelet" type="nodelet" name="points_xyz_planner" args="load rtabmap_ros/point_cloud_xyz obstacle_nodelet_manager">
<remap from="depth/image" to="throttled_image_depth"/>
<remap from="depth/camera_info" to="throttled_camera_info"/>
<remap from="cloud" to="cloudXYZ" />
<param name="decimation" type="int" value="2"/>
<param name="max_depth" type="double" value="4.0"/>
<param name="voxel_size" type="double" value="0.02"/>
</node>
<node pkg="nodelet" type="nodelet" name="obstacles_detection" args="load rtabmap_ros/obstacles_detection obstacle_nodelet_manager">
<remap from="cloud" to="cloudXYZ"/>
<remap from="obstacles" to="/obstacles_cloud"/>
<remap from="ground" to="/ground_cloud"/>
<param name="frame_id" type="string" value="base_footprint"/>
<param name="map_frame_id" type="string" value="map"/>
<param name="wait_for_transform" type="bool" value="true"/>
<param name="min_cluster_size" type="int" value="20"/>
<param name="max_obstacles_height" type="double" value="0.4"/>
<param name="ground_normal_angle" type="double" value="0.1"/>
</node>
<!-- scan from the camera -->
<node pkg="nodelet" type="nodelet" name="depthimage_to_laserscan" args="load depthimage_to_laserscan/DepthImageToLaserScanNodelet camera_nodelet_manager">
<remap from="image" to="depth_registered/image_raw"/>
<remap from="camera_info" to="depth_registered/camera_info"/>
<remap from="scan" to="/kinect_scan"/>
<param name="range_max" type="double" value="4"/>
</node>
</group>
</launch>
@@ -0,0 +1,167 @@
<?xml version="1.0"?>
<launch>
<!-- "Disable" wheel odometry from azimut3 -->
<group ns="base_controller">
<param name="odom_frame_id" type="string" value="az3_odom"/>
<param name="base_frame_id" type="string" value="az3_base_link"/>
</group>
<remap from="/base_controller/odom" to="/base_controller/az3_odom"/>
<!-- AZIMUT 3 bringup: launch motors and TF -->
<include file="$(find az3_bringup)/az3_standalone.launch"/>
<node name="joy" pkg="joy" type="joy_node"/>
<group ns="teleop">
<remap from="joy" to="/joy"/>
<node name="teleop" pkg="nodelet" type="nodelet" args="standalone azimut_tools/Teleop"/>
<param name="cmd_eta/abtr_priority" value="50"/>
</group>
<!-- ROS navigation stack move_base -->
<group ns="planner">
<remap from="openni_points" to="/planner_cloud"/>
<remap from="base_scan" to="/base_scan"/>
<remap from="map" to="/rtabmap/proj_map"/>
<remap from="move_base_simple/goal" to="/planner_goal"/>
<node pkg="move_base" type="move_base" respawn="false" name="move_base" output="screen">
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/costmap_common_params.yaml" command="load" ns="global_costmap" />
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/costmap_common_params.yaml" command="load" ns="local_costmap" />
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/local_costmap_params_3d.yaml" command="load" />
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/global_costmap_params.yaml" command="load" ns="global_costmap"/>
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/base_local_planner_params.yaml" command="load" />
</node>
<param name="cmd_vel/abtr_priority" value="10"/>
</group>
<node name="az3_abtr" pkg="azimut_tools" type="azimut_abtr_priority_node">
<remap from="abtr_cmd_eta" to="/base_controller/cmd_eta"/>
</node>
<!-- Arbitration between teleop and planner -->
<node name="register_cmd_eta" pkg="abtr_priority" type="register"
args="/cmd_eta /teleop/cmd_eta"/>
<node name="register_cmd_vel" pkg="abtr_priority" type="register"
args="/cmd_vel /planner/cmd_vel"/>
<!-- Stereo camera -->
<node pkg="camera1394stereo" type="camera1394stereo_node" name="camera1394stereo_node" output="screen" >
<param name="video_mode" value="format7_mode3" />
<param name="format7_color_coding" value="raw16" />
<param name="bayer_pattern" value="bggr" />
<param name="bayer_method" value="" />
<param name="stereo_method" value="Interlaced" />
<param name="camera_info_url_left" value="" />
<param name="camera_info_url_right" value="" />
</node>
<!-- TF transforms for the stereo camera -->
<arg name="pi/2" value="1.5707963267948966" />
<arg name="optical_rotate" value="0 0 0 -$(arg pi/2) 0 -$(arg pi/2)" />
<node pkg="tf" type="static_transform_publisher" name="stereo_camera_base_link"
args="$(arg optical_rotate) stereo_camera_base stereo_camera 100" />
<node pkg="tf" type="static_transform_publisher" name="base_to_stereo_camera_base_link"
args="0.01 0.06 0.90 0 0.37 0 base_link stereo_camera_base 100" />
<!-- Run the ROS package stereo_image_proc for image rectification-->
<group ns="/stereo_camera" >
<node pkg="nodelet" type="nodelet" name="stereo_nodelet" args="manager"/>
<!-- HACK: the fps parameter on camera1394stereo_node doesn't work for my camera!?!?
Throttle camera images -->
<node pkg="nodelet" type="nodelet" name="stereo_throttle" args="load rtabmap_ros/stereo_throttle stereo_nodelet">
<remap from="left/image" to="left/image_raw"/>
<remap from="right/image" to="right/image_raw"/>
<remap from="left/camera_info" to="left/camera_info"/>
<remap from="right/camera_info" to="right/camera_info"/>
<param name="queue_size" type="int" value="10"/>
<param name="rate" type="double" value="20"/>
</node>
<node pkg="stereo_image_proc" type="stereo_image_proc" name="stereo_image_proc">
<remap from="left/image_raw" to="left/image_raw_throttle"/>
<remap from="left/camera_info" to="left/camera_info_throttle"/>
<remap from="right/image_raw" to="right/image_raw_throttle"/>
<remap from="right/camera_info" to="right/camera_info_throttle"/>
<param name="disparity_range" value="128"/>
</node>
<!-- Create point cloud for the planner -->
<node pkg="nodelet" type="nodelet" name="disparity2cloud" args="load rtabmap_ros/point_cloud_xyz stereo_nodelet">
<remap from="disparity/image" to="disparity"/>
<remap from="disparity/camera_info" to="right/camera_info_throttle"/>
<remap from="cloud" to="cloudXYZ"/>
<param name="voxel_size" type="double" value="0.05"/>
<param name="decimation" type="int" value="4"/>
<param name="max_depth" type="double" value="4"/>
</node>
<node pkg="nodelet" type="nodelet" name="obstacles_detection" args="load rtabmap_ros/obstacles_detection stereo_nodelet">
<remap from="cloud" to="cloudXYZ"/>
<remap from="obstacles" to="/planner_cloud"/>
<param name="frame_id" type="string" value="base_footprint"/>
<param name="map_frame_id" type="string" value="map"/>
<param name="wait_for_transform" type="bool" value="true"/>
<param name="min_cluster_size" type="int" value="20"/>
<param name="max_obstacles_height" type="double" value="0.0"/>
</node>
</group>
<!-- Visual Odometry -->
<node pkg="rtabmap_ros" type="stereo_odometry" name="stereo_odometry" output="screen">
<remap from="left/image_rect" to="/stereo_camera/left/image_rect"/>
<remap from="right/image_rect" to="/stereo_camera/right/image_rect"/>
<remap from="left/camera_info" to="/stereo_camera/left/camera_info_throttle"/>
<remap from="right/camera_info" to="/stereo_camera/right/camera_info_throttle"/>
<remap from="odom" to="/odometry"/>
<param name="frame_id" type="string" value="base_footprint"/>
<param name="odom_frame_id" type="string" value="odom"/>
<param name="Odom/InlierDistance" type="string" value="0.1"/>
<param name="Odom/MinInliers" type="string" value="10"/>
<param name="Odom/RoiRatios" type="string" value="0.03 0.03 0.04 0.04"/>
<param name="Odom/MaxDepth" type="string" value="10"/>
<param name="GFTT/MaxCorners" type="string" value="500"/>
<param name="GFTT/MinDistance" type="string" value="5"/>
</node>
<group ns="rtabmap">
<!-- Visual SLAM: args: "delete_db_on_start" and "udebug" -->
<node name="rtabmap" pkg="rtabmap_ros" type="rtabmap" output="screen" args="--delete_db_on_start">
<param name="frame_id" type="string" value="base_footprint"/>
<param name="subscribe_stereo" type="bool" value="true"/>
<param name="subscribe_depth" type="bool" value="false"/>
<remap from="left/image_rect" to="/stereo_camera/left/image_rect_color"/>
<remap from="right/image_rect" to="/stereo_camera/right/image_rect"/>
<remap from="left/camera_info" to="/stereo_camera/left/camera_info_throttle"/>
<remap from="right/camera_info" to="/stereo_camera/right/camera_info_throttle"/>
<remap from="odom" to="/odometry"/>
<param name="queue_size" type="int" value="30"/>
<!-- RTAB-Map's parameters -->
<param name="Rtabmap/TimeThr" type="string" value="700"/>
<param name="Rtabmap/DetectionRate" type="string" value="1"/>
<param name="Kp/WordsPerImage" type="string" value="200"/>
<param name="Kp/RoiRatios" type="string" value="0.03 0.03 0.04 0.04"/>
<param name="SURF/HessianThreshold" type="string" value="1000"/>
<param name="LccBow/MaxDepth" type="string" value="5"/>
<param name="LccBow/MinInliers" type="string" value="10"/>
<param name="LccBow/InlierDistance" type="string" value="0.05"/>
<param name="LccReextract/Activated" type="string" value="true"/>
<param name="LccReextract/MaxWords" type="string" value="500"/>
</node>
</group>
</launch>
@@ -0,0 +1,152 @@
<?xml version="1.0"?>
<launch>
<!-- Localization-only mode -->
<arg name="localization" default="false"/>
<arg if="$(arg localization)" name="rtabmap_args" default=""/>
<arg unless="$(arg localization)" name="rtabmap_args" default="--delete_db_on_start"/>
<!-- AZIMUT 3 bringup: launch motors/odometry, laser scan and openni -->
<include file="$(find az3_bringup)/az3_standalone.launch"/>
<!-- OpenNI -->
<include file="$(find rtabmap_ros)/launch/azimut3/az3_openni.launch"/>
<!-- SLAM (robot side) -->
<group ns="rtabmap">
<node name="rtabmap" pkg="rtabmap_ros" type="rtabmap" output="screen" args="$(arg rtabmap_args)">
<param name="frame_id" type="string" value="base_footprint"/>
<param name="subscribe_scan" type="bool" value="true"/>
<param name="use_action_for_goal" type="bool" value="true"/>
<param name="cloud_decimation" type="int" value="1"/> <!-- we already decimate in memory below -->
<param name="grid_eroded" type="bool" value="true"/>
<param name="grid_cell_size" type="double" value="0.05"/>
<remap from="odom" to="/base_controller/odom"/>
<remap from="scan" to="/base_scan"/>
<remap from="mapData" to="mapData"/>
<remap from="rgb/image" to="/camera/rgb/image_rect_color"/>
<remap from="depth/image" to="/camera/depth_registered/image_raw"/>
<remap from="rgb/camera_info" to="/camera/depth_registered/camera_info"/>
<remap from="goal_out" to="current_goal"/>
<remap from="move_base" to="/planner/move_base"/>
<remap from="grid_map" to="/map"/>
<!-- RTAB-Map's parameters -->
<param name="RGBD/NeighborLinkRefining" type="string" value="true"/>
<param name="RGBD/ProximityBySpace" type="string" value="true"/>
<param name="Reg/Strategy" type="string" value="1"/>
<param name="RGBD/AngularUpdate" type="string" value="0.1"/>
<param name="RGBD/LinearUpdate" type="string" value="0.1"/>
<param name="RGBD/LocalRadius" type="string" value="5"/>
<param name="Mem/RehearsalSimilarity" type="string" value="0.45"/>
<param name="Mem/NotLinkedNodesKept" type="string" value="false"/>
<param name="Mem/ImagePostDecimation" type="string" value="4"/>
<param name="Rtabmap/StartNewMapOnLoopClosure" type="string" value="false"/>
<param name="Rtabmap/TimeThr" type="string" value="600"/>
<param name="Rtabmap/DetectionRate" type="string" value="1"/>
<param name="Bayes/PredictionLC" type="string" value="0.1 0.36 0.30 0.16 0.062 0.0151 0.00255 0.00035"/>
<param name="Optimizer/Slam2D" type="string" value="true"/>
<param name="RGBD/OptimizeFromGraphEnd" type="string" value="true"/>
<param name="Optimizer/Strategy" type="string" value="0"/>
<param name="Kp/DetectorStrategy" type="string" value="0"/>
<param name="Kp/MaxFeatures" type="string" value="200"/>
<param name="SURF/HessianThreshold" type="string" value="500"/>
<param name="Reg/Force3DoF" type="string" value="true"/>
<param name="Vis/MaxDepth" type="string" value="5"/>
<param name="Vis/MinInliers" type="string" value="5"/>
<param name="Icp/CorrespondenceRatio" type="string" value="0.3"/>
<!-- localization mode -->
<param if="$(arg localization)" name="Mem/IncrementalMemory" type="string" value="false"/>
<param unless="$(arg localization)" name="Mem/IncrementalMemory" type="string" value="true"/>
<param name="Mem/InitWMWithAllNodes" type="string" value="$(arg localization)"/>
</node>
</group>
<!-- teleop -->
<node name="joy" pkg="joy" type="joy_node"/>
<group ns="teleop">
<remap from="joy" to="/joy"/>
<node name="teleop" pkg="nodelet" type="nodelet" args="standalone azimut_tools/Teleop"/>
<param name="cmd_eta/abtr_priority" value="50"/>
</group>
<!-- ROS navigation stack move_base -->
<group ns="planner">
<remap from="scan" to="/base_scan"/>
<remap from="obstacles_cloud" to="/obstacles_cloud"/>
<remap from="ground_cloud" to="/ground_cloud"/>
<remap from="map" to="/map"/>
<remap from="move_base_simple/goal" to="/planner_goal"/>
<node pkg="move_base" type="move_base" respawn="true" name="move_base" output="screen">
<param name="base_global_planner" value="navfn/NavfnROS"/>
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/costmap_common_params_2d.yaml" command="load" ns="global_costmap"/>
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/costmap_common_params_2d.yaml" command="load" ns="local_costmap" />
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/local_costmap_params.yaml" command="load" ns="local_costmap" />
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/global_costmap_params.yaml" command="load" ns="global_costmap"/>
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/base_local_planner_params.yaml" command="load" />
</node>
<param name="cmd_vel/abtr_priority" value="10"/>
</group>
<node name="az3_abtr" pkg="azimut_tools" type="azimut_abtr_priority_node">
<remap from="abtr_cmd_eta" to="/base_controller/cmd_eta"/>
</node>
<!-- Arbitration between teleop and planner -->
<node name="register_cmd_eta" pkg="abtr_priority" type="register"
args="/cmd_eta /teleop/cmd_eta"/>
<node name="register_cmd_vel" pkg="abtr_priority" type="register"
args="/cmd_vel /planner/cmd_vel"/>
<!-- Throttling messages -->
<group ns="camera">
<node pkg="nodelet" type="nodelet" name="data_throttle" args="load rtabmap_ros/data_throttle camera_nodelet_manager">
<param name="rate" type="double" value="5"/>
<param name="decimation" type="int" value="2"/>
<remap from="rgb/image_in" to="rgb/image_rect_color"/>
<remap from="depth/image_in" to="depth_registered/image_raw"/>
<remap from="rgb/camera_info_in" to="depth_registered/camera_info"/>
<remap from="rgb/image_out" to="data_resized_image"/>
<remap from="depth/image_out" to="data_resized_image_depth"/>
<remap from="rgb/camera_info_out" to="data_resized_camera_info"/>
</node>
<!-- for the planner -->
<node pkg="nodelet" type="nodelet" name="points_xyz_planner" args="load rtabmap_ros/point_cloud_xyz camera_nodelet_manager">
<remap from="depth/image" to="data_resized_image_depth"/>
<remap from="depth/camera_info" to="data_resized_camera_info"/>
<remap from="cloud" to="cloudXYZ" />
<param name="decimation" type="int" value="1"/> <!-- already decimated above -->
<param name="max_depth" type="double" value="3.0"/>
<param name="voxel_size" type="double" value="0.02"/>
</node>
<node pkg="nodelet" type="nodelet" name="obstacles_detection" args="load rtabmap_ros/obstacles_detection camera_nodelet_manager">
<remap from="cloud" to="cloudXYZ"/>
<remap from="obstacles" to="/obstacles_cloud"/>
<remap from="ground" to="/ground_cloud"/>
<param name="frame_id" type="string" value="base_footprint"/>
<param name="map_frame_id" type="string" value="map"/>
<param name="wait_for_transform" type="bool" value="true"/>
<param name="min_cluster_size" type="int" value="20"/>
<param name="max_obstacles_height" type="double" value="0.4"/>
</node>
</group>
</launch>
@@ -0,0 +1,48 @@
<?xml version="1.0"?>
<launch>
<!-- Choose visualization -->
<arg name="rviz" default="true" />
<arg name="rtabmapviz" default="false" />
<arg name="sub_data" default="false"/>
<!-- use a relay on this machine -->
<node name="mapData_relay" type="relay" pkg="topic_tools" args="/rtabmap/mapData /rtabmap/mapData_relay">
<param name="lazy" type="bool" value="true"/>
</node>
<node if="$(arg sub_data)" name="scan_relay" type="relay" pkg="topic_tools" args="/base_scan /base_scan_relay">
<param name="lazy" type="bool" value="true"/>
</node>
<node if="$(arg sub_data)" name="republish_rgb" type="republish" pkg="image_transport" args="theora in:=/camera/data_resized_image raw out:=/camera/data_resized_image_relay" />
<node if="$(arg sub_data)" name="republish_depth" type="republish" pkg="image_transport" args="compressedDepth in:=/camera/data_resized_image_depth raw out:=/camera/data_resized_image_depth_relay" />
<node if="$(arg sub_data)" pkg="nodelet" type="nodelet" name="points_xyzrgb" args="standalone rtabmap_ros/point_cloud_xyzrgb">
<remap from="rgb/image" to="/camera/data_resized_image_relay"/>
<remap from="depth/image" to="/camera/data_resized_image_depth_relay"/>
<remap from="rgb/camera_info" to="/camera/data_resized_camera_info"/>
<remap from="cloud" to="/voxel_cloud" />
</node>
<group ns="rtabmap">
<!-- Visualisation RTAB-Map -->
<node if="$(arg rtabmapviz)" pkg="rtabmap_ros" type="rtabmapviz" name="rtabmapviz" args="-d $(find rtabmap_ros)/launch/config/rgbd_gui.ini" output="screen">
<param name="queue_size" type="int" value="10"/>
<param name="frame_id" type="string" value="base_footprint"/>
<remap from="odom" to="/base_controller/odom"/>
<remap from="mapData" to="mapData_relay"/>
<param name="subscribe_depth" type="bool" value="$(arg sub_data)"/>
<remap from="rgb/image" to="/camera/data_resized_image_relay"/>
<remap from="depth/image" to="/camera/data_resized_image_depth_relay"/>
<remap from="rgb/camera_info" to="/camera/data_resized_camera_info"/>
<param name="subscribe_laserScan" type="bool" value="$(arg sub_data)"/>
<remap from="scan" to="/base_scan_relay"/>
</node>
</group>
<!-- Visualisation RVIZ -->
<node if="$(arg rviz)" pkg="rviz" type="rviz" name="rviz" args="-d $(find rtabmap_ros)/launch/azimut3/config/azimut3_nav.rviz"/>
</launch>
@@ -0,0 +1,41 @@
<?xml version="1.0"?>
<launch>
<!-- Localization-only mode -->
<arg name="localization" default="false"/>
<arg if="$(arg localization)" name="rtabmap_args" default=""/>
<arg unless="$(arg localization)" name="rtabmap_args" default="--delete_db_on_start"/>
<!-- "Disable" odometry from azimut3 -->
<group ns="base_controller">
<param name="odom_frame_id" type="string" value="az3_odom"/>
<param name="base_frame_id" type="string" value="az3_base_link"/>
</group>
<remap from="/base_controller/odom" to="/base_controller/az3_odom"/>
<!-- use same launch file as "Kinect + Odometry" configuration -->
<include file="$(find rtabmap_ros)/launch/azimut3/az3_nav_kinect_odom.launch">
<arg name="localization" value="$(arg localization)"/>
<arg name="rtabmap_args" value="$(arg rtabmap_args)"/>
</include>
<!-- Odometry -->
<group ns="rtabmap">
<node pkg="rtabmap_ros" type="rgbd_odometry" name="visual_odometry" output="screen">
<remap from="rgb/image" to="/camera/rgb/image_rect_color"/>
<remap from="depth/image" to="/camera/depth_registered/image_raw"/>
<remap from="rgb/camera_info" to="/camera/depth_registered/camera_info"/>
<remap from="odom" to="/base_controller/odom"/>
<param name="Vis/MinInliers" type="string" value="10"/>
<param name="Vis/InlierDistance" type="string" value="0.1"/>
<param name="Vis/MaxDepth" type="string" value="4"/>
<param name="Reg/Force3DoF" type="string" value="true"/>
<param name="frame_id" type="string" value="base_footprint"/>
</node>
</group>
</launch>
@@ -0,0 +1,162 @@
<?xml version="1.0"?>
<launch>
<!-- Localization-only mode -->
<arg name="localization" default="false"/>
<arg if="$(arg localization)" name="rtabmap_args" default=""/>
<arg unless="$(arg localization)" name="rtabmap_args" default="--delete_db_on_start"/>
<!-- AZIMUT 3 bringup: launch motors/odometry, laser scan and openni -->
<include file="$(find az3_bringup)/az3_standalone.launch"/>
<!-- OpenNI -->
<include file="$(find rtabmap_ros)/launch/azimut3/az3_openni.launch"/>
<!-- SLAM (robot side) -->
<group ns="rtabmap">
<node name="rtabmap" pkg="rtabmap_ros" type="rtabmap" output="screen" args="$(arg rtabmap_args)">
<param name="frame_id" type="string" value="base_footprint"/>
<param name="subscribe_scan" type="bool" value="false"/>
<param name="use_action_for_goal" type="bool" value="true"/>
<param name="cloud_decimation" type="int" value="4"/> <!-- we already decimate in memory below -->
<param name="grid_eroded" type="bool" value="true"/>
<param name="grid_cell_size" type="double" value="0.05"/>
<remap from="odom" to="/base_controller/odom"/>
<remap from="scan" to="/base_scan"/>
<remap from="mapData" to="mapData"/>
<remap from="rgb/image" to="/camera/rgb/image_rect_color"/>
<remap from="depth/image" to="/camera/depth_registered/image_raw"/>
<remap from="rgb/camera_info" to="/camera/depth_registered/camera_info"/>
<remap from="goal_out" to="current_goal"/>
<remap from="move_base" to="/planner/move_base"/>
<remap from="proj_map" to="/map"/>
<!-- RTAB-Map's parameters -->
<param name="RGBD/NeighborLinkRefining" type="string" value="false"/>
<param name="RGBD/ProximityBySpace" type="string" value="true"/>
<param name="Reg/Strategy" type="string" value="0"/>
<param name="RGBD/AngularUpdate" type="string" value="0.1"/>
<param name="RGBD/LinearUpdate" type="string" value="0.1"/>
<param name="RGBD/LocalRadius" type="string" value="5"/>
<param name="Mem/RehearsalSimilarity" type="string" value="0.45"/>
<param name="Mem/NotLinkedNodesKept" type="string" value="false"/>
<param name="Mem/ImageDecimation" type="string" value="1"/>
<param name="Rtabmap/StartNewMapOnLoopClosure" type="string" value="false"/>
<param name="Rtabmap/TimeThr" type="string" value="600"/>
<param name="Rtabmap/DetectionRate" type="string" value="1"/>
<param name="Mem/RawDescriptorsKept" type="string" value="true"/>
<param name="RGBD/LoopClosureReextractFeatures" type="string" value="false"/>
<param name="Mem/UseDepthAsMask" type="string" value="true"/>
<param name="Reg/Force3DoF" type="string" value="true"/>
<param name="Vis/EstimationType" type="string" value="1"/>
<param name="Bayes/PredictionLC" type="string" value="0.1 0.36 0.30 0.16 0.062 0.0151 0.00255 0.00035"/>
<param name="Optimizer/Slam2D" type="string" value="true"/>
<param name="Optimizer/Iterations" type="string" value="100"/>
<param name="RGBD/OptimizeFromGraphEnd" type="string" value="false"/>
<param name="Optimizer/Strategy" type="string" value="1"/>
<param name="Optimizer/Robust" type="string" value="false"/>
<param name="Optimizer/VarianceIgnored" type="string" value="true"/>
<param name="RGBD/PlanStuckIterations" type="string" value="10"/>
<param name="Kp/DetectorStrategy" type="string" value="0"/>
<param name="Kp/MaxFeatures" type="string" value="300"/>
<param name="SURF/HessianThreshold" type="string" value="500"/>
<!-- localization mode -->
<param if="$(arg localization)" name="Mem/IncrementalMemory" type="string" value="false"/>
<param unless="$(arg localization)" name="Mem/IncrementalMemory" type="string" value="true"/>
<param name="Mem/InitWMWithAllNodes" type="string" value="$(arg localization)"/>
</node>
</group>
<!-- teleop -->
<node name="joy" pkg="joy" type="joy_node"/>
<group ns="teleop">
<remap from="joy" to="/joy"/>
<node name="teleop" pkg="nodelet" type="nodelet" args="standalone azimut_tools/Teleop"/>
<param name="cmd_eta/abtr_priority" value="50"/>
</group>
<!-- ROS navigation stack move_base -->
<group ns="planner">
<remap from="scan" to="/base_scan"/>
<remap from="obstacles_cloud" to="/obstacles_cloud"/>
<remap from="ground_cloud" to="/ground_cloud"/>
<remap from="map" to="/map"/>
<remap from="move_base_simple/goal" to="/planner_goal"/>
<arg name="observation_sources" value="point_cloud_sensorA point_cloud_sensorB"/>
<node pkg="move_base" type="move_base" respawn="true" name="move_base" output="screen">
<param name="base_global_planner" value="navfn/NavfnROS"/>
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/costmap_common_params_2d.yaml" command="load" ns="global_costmap" />
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/costmap_common_params_2d.yaml" command="load" ns="local_costmap" />
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/local_costmap_params.yaml" command="load" ns="local_costmap" />
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/global_costmap_params.yaml" command="load" ns="global_costmap"/>
<rosparam file="$(find rtabmap_ros)/launch/azimut3/config/base_local_planner_params.yaml" command="load" />
<param name="global_costmap/obstacle_layer/observation_sources" value="$(arg observation_sources)"/>
<param name="local_costmap/obstacle_layer/observation_sources" value="$(arg observation_sources)"/>
</node>
<param name="cmd_vel/abtr_priority" value="10"/>
</group>
<node name="az3_abtr" pkg="azimut_tools" type="azimut_abtr_priority_node">
<remap from="abtr_cmd_eta" to="/base_controller/cmd_eta"/>
</node>
<!-- Arbitration between teleop and planner -->
<node name="register_cmd_eta" pkg="abtr_priority" type="register"
args="/cmd_eta /teleop/cmd_eta"/>
<node name="register_cmd_vel" pkg="abtr_priority" type="register"
args="/cmd_vel /planner/cmd_vel"/>
<!-- Throttling messages -->
<group ns="camera">
<node pkg="nodelet" type="nodelet" name="data_throttle" args="load rtabmap_ros/data_throttle camera_nodelet_manager">
<param name="rate" type="double" value="5"/>
<param name="decimation" type="int" value="2"/>
<remap from="rgb/image_in" to="rgb/image_rect_color"/>
<remap from="depth/image_in" to="depth_registered/image_raw"/>
<remap from="rgb/camera_info_in" to="depth_registered/camera_info"/>
<remap from="rgb/image_out" to="data_resized_image"/>
<remap from="depth/image_out" to="data_resized_image_depth"/>
<remap from="rgb/camera_info_out" to="data_resized_camera_info"/>
</node>
<!-- for the planner -->
<node pkg="nodelet" type="nodelet" name="points_xyz_planner" args="load rtabmap_ros/point_cloud_xyz camera_nodelet_manager">
<remap from="depth/image" to="data_resized_image_depth"/>
<remap from="depth/camera_info" to="data_resized_camera_info"/>
<remap from="cloud" to="cloudXYZ" />
<param name="decimation" type="int" value="1"/> <!-- already decimated above -->
<param name="max_depth" type="double" value="3.0"/>
<param name="voxel_size" type="double" value="0.02"/>
</node>
<node pkg="nodelet" type="nodelet" name="obstacles_detection" args="load rtabmap_ros/obstacles_detection camera_nodelet_manager">
<remap from="cloud" to="cloudXYZ"/>
<remap from="obstacles" to="/obstacles_cloud"/>
<remap from="ground" to="/ground_cloud"/>
<param name="frame_id" type="string" value="base_footprint"/>
<param name="map_frame_id" type="string" value="map"/>
<param name="wait_for_transform" type="bool" value="true"/>
<param name="min_cluster_size" type="int" value="20"/>
<param name="max_obstacles_height" type="double" value="0.4"/>
</node>
</group>
</launch>
@@ -0,0 +1,19 @@
<?xml version="1.0"?>
<launch>
<!-- Xtion -->
<param name="/camera/driver/data_skip" value="1" />
<include file="$(find openni2_launch)/launch/openni2.launch">
<arg name="depth_registration" value="True" />
<arg name="rgb_camera_info_url"
value="file://$(find rtabmap_ros)/launch/calibration/rgb_PS1080_PrimeSense.yaml" />
<arg name="depth_camera_info_url"
value="file://$(find rtabmap_ros)/launch/calibration/depth_PS1080_PrimeSense.yaml" />
</include>
<!-- Xtion frame -->
<node pkg="tf" type="static_transform_publisher" name="base_to_camera_tf"
args="0.057 0.087 0.185 0.0 0.0 0.0 /base_link /camera_link 100" />
</launch>
@@ -0,0 +1,13 @@
<?xml version="1.0"?>
<launch>
<node name="find_object_3d" pkg="find_object_2d" type="find_object_2d" output="screen">
<param name="gui" value="true" type="bool"/>
<param name="settings_path" value="$(find rtabmap_ros)/launch/azimut3/config/azimut3_find_object.ini" type="str"/>
<param name="subscribe_depth" value="true" type="bool"/>
<param name="objects_path" value="$(find rtabmap_ros)/launch/data/books" type="str"/>
<remap from="rgb/image_rect_color" to="camera/data_throttled_image_relay"/>
<remap from="depth_registered/image_raw" to="camera/data_throttled_image_depth_relay"/>
<remap from="depth_registered/camera_info" to="camera/data_throttled_camera_info_relay"/>
</node>
</launch>
@@ -0,0 +1,28 @@
<?xml version="1.0"?>
<launch>
<!-- AZIMUT 3 bringup: launch motors/odometry, laser scan and openni -->
<include file="$(find az3_bringup)/az3_standalone.launch"/>
<!-- <include file="$(find az3_bringup)/joystick.launch"/> -->
<!-- OpenNI -->
<include file="$(find rtabmap_ros)/launch/azimut3/az3_openni.launch"/>
<!-- Throttling messages -->
<group ns="camera">
<node pkg="nodelet" type="nodelet" name="data_throttle" args="load rtabmap_ros/data_throttle camera_nodelet_manager" output="screen">
<param name="rate" type="double" value="5.0"/>
<remap from="rgb/image_in" to="rgb/image_rect_color"/>
<remap from="depth/image_in" to="depth_registered/image_raw"/>
<remap from="rgb/camera_info_in" to="depth_registered/camera_info"/>
<remap from="rgb/image_out" to="data_throttled_image"/>
<remap from="depth/image_out" to="data_throttled_image_depth"/>
<remap from="rgb/camera_info_out" to="data_throttled_camera_info"/>
</node>
</group>
<!-- SLAM is done on client side...-->
</launch>
@@ -0,0 +1,70 @@
<?xml version="1.0"?>
<launch>
<!-- Remote teleop -->
<include file="$(find az3_bringup)/joystick.launch"/>
<!-- Visualization and SLAM nodes use same data, so just subscribe once and relay messages -->
<node name="mapData_relay" type="relay" pkg="topic_tools" args="/rtabmap/mapData /rtabmap/mapData_relay"/>
<node name="odom_relay" type="relay" pkg="topic_tools" args="/base_controller/odom /base_controller/odom_relay"/>
<node name="scan_relay" type="relay" pkg="topic_tools" args="/base_scan /base_scan_relay"/>
<node name="camera_info_relay" type="relay" pkg="topic_tools" args="/camera/data_throttled_camera_info /camera/data_throttled_camera_info_relay"/>
<node name="republish_rgb" type="republish" pkg="image_transport" args="theora in:=/camera/data_throttled_image raw out:=/camera/data_throttled_image_relay" />
<node name="republish_depth" type="republish" pkg="image_transport" args="compressedDepth in:=/camera/data_throttled_image_depth raw out:=/camera/data_throttled_image_depth_relay" />
<!-- SLAM client side -->
<!-- args: "delete_db_on_start" and "udebug" -->
<group ns="rtabmap">
<node name="rtabmap" pkg="rtabmap_ros" type="rtabmap" output="screen" args="--delete_db_on_start">
<param name="frame_id" type="string" value="base_footprint"/>
<param name="subscribe_depth" type="bool" value="true"/>
<param name="subscribe_laserScan" type="bool" value="true"/>
<remap from="odom" to="/base_controller/odom_relay"/>
<remap from="scan" to="/base_scan_relay"/>
<remap from="rgb/image" to="/camera/data_throttled_image_relay"/>
<remap from="depth/image" to="/camera/data_throttled_image_depth_relay"/>
<remap from="rgb/camera_info" to="/camera/data_throttled_camera_info_relay"/>
<param name="queue_size" type="int" value="10"/>
<!-- RTAB-Map's parameters: do "rosrun rtabmap rtabmap (double-dash)params" to see the list of available parameters. -->
<param name="RGBD/ScanMatchingSize" type="string" value="1"/> <!-- Do odometry correction with consecutive laser scans -->
<param name="RGBD/LocalLoopDetectionSpace" type="string" value="true"/> <!-- Local loop closure detection (using estimated position) with locations in WM -->
<param name="RGBD/LocalLoopDetectionTime" type="string" value="false"/> <!-- Local loop closure detection with locations in STM -->
<param name="Mem/BadSignaturesIgnored" type="string" value="false"/> <!-- Don't ignore bad images for 3D node creation (e.g. white walls) -->
<param name="LccIcp/Type" type="string" value="2"/> <!-- Loop closure transformation refining with ICP: 0=No ICP, 1=ICP 3D, 2=ICP 2D -->
<param name="LccIcp2/Iterations" type="string" value="100"/>
<param name="LccIcp2/VoxelSize" type="string" value="0"/>
<param name="LccBow/MinInliers" type="string" value="5"/> <!-- 3D visual words minimum inliers to accept loop closure -->
<param name="LccBow/MaxDepth" type="string" value="4.0"/> <!-- 3D visual words maximum depth 0=infinity -->
<param name="LccBow/InlierDistance" type="string" value="0.1"/> <!-- 3D visual words correspondence distance -->
<param name="RGBD/AngularUpdate" type="string" value="0.01"/> <!-- Update map only if the robot is moving -->
<param name="RGBD/LinearUpdate" type="string" value="0.01"/> <!-- Update map only if the robot is moving -->
<param name="Rtabmap/TimeThr" type="string" value="700"/>
<param name="Mem/RehearsalSimilarity" type="string" value="0.45"/>
<param name="Mem/RehearsedNodesKept" type="string" value="false"/>
</node>
<!-- Grid map assembler for rviz -->
<node pkg="rtabmap_ros" type="grid_map_assembler" name="grid_map_assembler" output="screen"/>
</group>
<node pkg="rviz" type="rviz" name="rviz" args="-d $(find rtabmap_ros)/launch/azimut3/config/azimut3.rviz"/>
<!-- Below, construct point cloud of the latest throttled data -->
<node pkg="nodelet" type="nodelet" name="standalone_nodelet" args="manager" output="screen"/>
<node pkg="nodelet" type="nodelet" name="points_xyzrgb" args="load rtabmap_ros/point_cloud_xyzrgb standalone_nodelet">
<remap from="rgb/image" to="/camera/data_throttled_image_relay"/>
<remap from="depth/image" to="/camera/data_throttled_image_depth_relay"/>
<remap from="rgb/camera_info" to="/camera/data_throttled_camera_info_relay"/>
<remap from="cloud" to="voxel_cloud" />
<param name="queue_size" type="int" value="10"/>
<param name="voxel_size" type="double" value="0.01"/>
</node>
</launch>
@@ -0,0 +1,370 @@
Panels:
- Class: rviz/Displays
Help Height: 78
Name: Displays
Property Tree Widget:
Expanded:
- /Global Options1
- /TF1/Frames1
Splitter Ratio: 0.434783
Tree Height: 410
- Class: rviz/Selection
Name: Selection
- Class: rviz/Tool Properties
Expanded:
- /2D Pose Estimate1
- /2D Nav Goal1
Name: Tool Properties
Splitter Ratio: 0.588679
- Class: rviz/Views
Expanded:
- /Current View1
- /Current View1/Focal Point1
Name: Views
Splitter Ratio: 0.5
- Class: rviz/Time
Experimental: false
Name: Time
SyncMode: 0
SyncSource: LaserScan
Visualization Manager:
Class: ""
Displays:
- Alpha: 0.5
Cell Size: 1
Class: rviz/Grid
Color: 160; 160; 164
Enabled: true
Line Style:
Line Width: 0.03
Value: Lines
Name: Grid
Normal Cell Count: 0
Offset:
X: 0
Y: 0
Z: 0
Plane: XY
Plane Cell Count: 10
Reference Frame: map
Value: true
- Alpha: 1
Autocompute Intensity Bounds: true
Autocompute Value Bounds:
Max Value: 2.02684
Min Value: -1.12646
Value: true
Axis: Z
Channel Name: rgb
Class: rviz/PointCloud2
Color: 255; 255; 255
Color Transformer: RGB8
Decay Time: 0
Enabled: true
Invert Rainbow: false
Max Color: 255; 255; 255
Max Intensity: 2.34177e-38
Min Color: 0; 0; 0
Min Intensity: 9.21942e-41
Name: PointCloud2
Position Transformer: XYZ
Queue Size: 10
Selectable: true
Size (Pixels): 3
Size (m): 0.01
Style: Points
Topic: /voxel_cloud
Use Fixed Frame: true
Use rainbow: true
Value: true
- Class: rviz/TF
Enabled: true
Frame Timeout: 15
Frames:
All Enabled: false
az3_base_link:
Value: true
az3_odom:
Value: true
base_footprint:
Value: true
base_laser_link:
Value: true
base_link:
Value: true
map:
Value: true
odom:
Value: true
stereo_camera:
Value: true
stereo_camera_base:
Value: true
wheelLB_linkWheel_link:
Value: true
wheelLB_wheel_link:
Value: true
wheelLF_linkWheel_link:
Value: true
wheelLF_wheel_link:
Value: true
wheelRB_linkWheel_link:
Value: true
wheelRB_wheel_link:
Value: true
wheelRF_linkWheel_link:
Value: true
wheelRF_wheel_link:
Value: true
Marker Scale: 1
Name: TF
Show Arrows: true
Show Axes: true
Show Names: true
Tree:
map:
odom:
base_footprint:
base_link:
base_laser_link:
{}
stereo_camera_base:
stereo_camera:
{}
wheelLB_linkWheel_link:
wheelLB_wheel_link:
{}
wheelLF_linkWheel_link:
wheelLF_wheel_link:
{}
wheelRB_linkWheel_link:
wheelRB_wheel_link:
{}
wheelRF_linkWheel_link:
wheelRF_wheel_link:
{}
Update Interval: 0
Value: true
- Alpha: 1
Autocompute Intensity Bounds: true
Autocompute Value Bounds:
Max Value: 3.66965
Min Value: -0.144665
Value: true
Axis: X
Channel Name: intensity
Class: rviz/LaserScan
Color: 255; 255; 255
Color Transformer: AxisColor
Decay Time: 0
Enabled: true
Invert Rainbow: false
Max Color: 255; 255; 255
Max Intensity: 4096
Min Color: 0; 0; 0
Min Intensity: 0
Name: LaserScan
Position Transformer: XYZ
Queue Size: 10
Selectable: true
Size (Pixels): 5
Size (m): 0.01
Style: Points
Topic: /base_scan
Use Fixed Frame: false
Use rainbow: true
Value: true
- Alpha: 0.7
Class: rviz/Map
Color Scheme: map
Draw Behind: false
Enabled: true
Name: Map
Topic: /rtabmap/grid_map
Value: true
- Alpha: 1
Class: rviz/RobotModel
Collision Enabled: false
Enabled: true
Links:
All Links Enabled: true
Expand Joint Details: false
Expand Link Details: false
Expand Tree: false
Link Tree Style: Links in Alphabetic Order
base_footprint:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
base_laser_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
base_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelLB_linkWheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelLB_wheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelLF_linkWheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelLF_wheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelRB_linkWheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelRB_wheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelRF_linkWheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelRF_wheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
Name: RobotModel
Robot Description: robot_description
TF Prefix: ""
Update Interval: 0
Value: true
Visual Enabled: true
- Class: rviz/Image
Enabled: true
Image Topic: /camera/data_throttled_image_relay
Max Value: 1
Median window: 5
Min Value: 0
Name: Image
Normalize Range: true
Queue Size: 2
Transport Hint: raw
Value: true
- Alpha: 1
Autocompute Intensity Bounds: true
Autocompute Value Bounds:
Max Value: 10
Min Value: -10
Value: true
Axis: Z
Channel Name: intensity
class: rtabmap_ros/MapCloud
Cloud decimation: 4
Cloud max depth (m): 3
Cloud voxel size (m): 0.02
Color: 255; 255; 255
Color Transformer: RGB8
Download graph: false
Download map: false
Enabled: true
Filter floor (m): 0
Invert Rainbow: false
Max Color: 255; 255; 255
Max Intensity: 4096
Min Color: 0; 0; 0
Min Intensity: 0
Name: MapCloud
Node filtering angle (degrees): 20
Node filtering radius (m): 0.2
Position Transformer: XYZ
Size (Pixels): 3
Size (m): 0.01
Style: Points
Topic: /rtabmap/mapData
Use Fixed Frame: true
Use rainbow: true
Value: true
- class: rtabmap_ros/Info
Enabled: true
Name: Info
Topic: /rtabmap/info
Value: true
- Alpha: 0.7
Class: rviz/Map
Color Scheme: map
Draw Behind: false
Enabled: true
Name: Map
Topic: /rtabmap/grid_projection_map
Value: true
Enabled: true
Global Options:
Background Color: 48; 48; 48
Fixed Frame: map
Frame Rate: 30
Name: root
Tools:
- Class: rviz/Interact
Hide Inactive Objects: true
- Class: rviz/MoveCamera
- Class: rviz/Select
- Class: rviz/Measure
- Class: rviz/SetInitialPose
Topic: /initialpose
- Class: rviz/SetGoal
Topic: /move_base_simple/goal
Value: true
Views:
Current:
class: rtabmap_ros/OrbitOriented
Distance: 7.83194
Enable Stereo Rendering:
Stereo Eye Separation: 0.06
Stereo Focal Distance: 1
Swap Stereo Eyes: false
Value: false
Focal Point:
X: 0.0199225
Y: 0.23516
Z: -0.0896359
Name: Current View
Near Clip Distance: 0.01
Pitch: 0.699796
Target Frame: base_link
Value: OrbitOriented (rtabmap)
Yaw: 3.19875
Saved: ~
Window Geometry:
Displays:
collapsed: false
Height: 763
Hide Left Dock: false
Hide Right Dock: false
Image:
collapsed: false
QMainWindow State: 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
Selection:
collapsed: false
Time:
collapsed: false
Tool Properties:
collapsed: false
Views:
collapsed: false
Width: 1561
X: 42
Y: 108
@@ -0,0 +1,479 @@
Panels:
- Class: rviz/Displays
Help Height: 0
Name: Displays
Property Tree Widget:
Expanded:
- /Global Options1
- /TF1/Frames1
Splitter Ratio: 0.601881
Tree Height: 353
- Class: rviz/Selection
Name: Selection
- Class: rviz/Views
Expanded:
- /Current View1
Name: Views
Splitter Ratio: 0.5
- Class: rviz/Time
Experimental: false
Name: Time
SyncMode: 0
SyncSource: Info
- Class: rviz/Tool Properties
Expanded:
- /2D Pose Estimate1
- /2D Nav Goal1
Name: Tool Properties
Splitter Ratio: 0.5
Visualization Manager:
Class: ""
Displays:
- Alpha: 0.5
Cell Size: 1
Class: rviz/Grid
Color: 160; 160; 164
Enabled: true
Line Style:
Line Width: 0.03
Value: Lines
Name: Grid
Normal Cell Count: 0
Offset:
X: 0
Y: 0
Z: 0
Plane: XY
Plane Cell Count: 10
Reference Frame: map
Value: true
- Class: rviz/TF
Enabled: true
Frame Timeout: 15
Frames:
All Enabled: false
base_footprint:
Value: true
base_laser_link:
Value: true
base_link:
Value: true
camera_depth_frame:
Value: true
camera_depth_optical_frame:
Value: true
camera_link:
Value: true
camera_rgb_frame:
Value: true
camera_rgb_optical_frame:
Value: true
map:
Value: true
odom:
Value: true
wheelLB_linkWheel_link:
Value: true
wheelLB_wheel_link:
Value: true
wheelLF_linkWheel_link:
Value: true
wheelLF_wheel_link:
Value: true
wheelRB_linkWheel_link:
Value: true
wheelRB_wheel_link:
Value: true
wheelRF_linkWheel_link:
Value: true
wheelRF_wheel_link:
Value: true
Marker Scale: 1
Name: TF
Show Arrows: true
Show Axes: true
Show Names: true
Tree:
map:
odom:
base_footprint:
base_link:
base_laser_link:
{}
camera_link:
camera_depth_frame:
camera_depth_optical_frame:
{}
camera_rgb_frame:
camera_rgb_optical_frame:
{}
wheelLB_linkWheel_link:
wheelLB_wheel_link:
{}
wheelLF_linkWheel_link:
wheelLF_wheel_link:
{}
wheelRB_linkWheel_link:
wheelRB_wheel_link:
{}
wheelRF_linkWheel_link:
wheelRF_wheel_link:
{}
Update Interval: 0
Value: true
- Alpha: 1
Autocompute Intensity Bounds: true
Autocompute Value Bounds:
Max Value: 3.46596
Min Value: -5.27159e-08
Value: true
Axis: X
Channel Name: intensity
Class: rviz/LaserScan
Color: 255; 255; 255
Color Transformer: AxisColor
Decay Time: 0
Enabled: true
Invert Rainbow: false
Max Color: 255; 255; 255
Max Intensity: 4096
Min Color: 0; 0; 0
Min Intensity: 0
Name: LaserScan
Position Transformer: XYZ
Queue Size: 10
Selectable: true
Size (Pixels): 5
Size (m): 0.01
Style: Points
Topic: /base_scan_relay
Use Fixed Frame: false
Use rainbow: true
Value: true
- Alpha: 0.7
Class: rviz/Map
Color Scheme: map
Draw Behind: false
Enabled: true
Name: Map
Topic: /map
Value: true
- Alpha: 0.7
Class: rviz/Map
Color Scheme: costmap
Draw Behind: false
Enabled: true
Name: Global costmap
Topic: /planner/move_base/global_costmap/costmap
Value: true
- Alpha: 0.7
Class: rviz/Map
Color Scheme: costmap
Draw Behind: false
Enabled: false
Name: Local costmap
Topic: /planner/move_base/local_costmap/costmap
Value: false
- Alpha: 1
Class: rviz/RobotModel
Collision Enabled: false
Enabled: true
Links:
All Links Enabled: true
Expand Joint Details: false
Expand Link Details: false
Expand Tree: false
Link Tree Style: Links in Alphabetic Order
base_footprint:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
base_laser_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
base_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelLB_linkWheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelLB_wheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelLF_linkWheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelLF_wheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelRB_linkWheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelRB_wheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelRF_linkWheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelRF_wheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
Name: RobotModel
Robot Description: robot_description
TF Prefix: ""
Update Interval: 0
Value: true
Visual Enabled: true
- Class: rviz/Image
Enabled: true
Image Topic: /camera/throttled_image
Max Value: 1
Median window: 5
Min Value: 0
Name: Image
Normalize Range: true
Queue Size: 2
Transport Hint: theora
Value: true
- Alpha: 1
Autocompute Intensity Bounds: true
Autocompute Value Bounds:
Max Value: 10
Min Value: -10
Value: true
Axis: Z
Channel Name: intensity
Class: rtabmap_ros/MapCloud
Cloud decimation: 1
Cloud max depth (m): 4
Cloud voxel size (m): 0
Color: 255; 255; 255
Color Transformer: RGB8
Download graph: false
Download map: false
Enabled: true
Filter floor (m): 0.07
Invert Rainbow: false
Max Color: 255; 255; 255
Max Intensity: 4096
Min Color: 0; 0; 0
Min Intensity: 0
Name: MapCloud
Node filtering angle (degrees): 0
Node filtering radius (m): 0
Position Transformer: XYZ
Size (Pixels): 3
Size (m): 0.01
Style: Points
Topic: /rtabmap/mapData
Use Fixed Frame: true
Use rainbow: true
Value: true
- Class: rtabmap_ros/Info
Enabled: true
Name: Info
Topic: /rtabmap/info
Value: true
- Alpha: 1
Buffer Length: 1
Class: rviz/Path
Color: 255; 149; 57
Enabled: true
Line Style: Lines
Line Width: 0.03
Name: move_base global plan
Offset:
X: 0
Y: 0
Z: 0
Topic: /planner/move_base/NavfnROS/plan
Value: true
- Alpha: 1
Buffer Length: 1
Class: rviz/Path
Color: 2; 14; 255
Enabled: true
Line Style: Lines
Line Width: 0.03
Name: move_base local plan
Offset:
X: 0
Y: 0
Z: 0
Topic: /planner/move_base/TrajectoryPlannerROS/local_plan
Value: true
- Alpha: 1
Autocompute Intensity Bounds: true
Autocompute Value Bounds:
Max Value: 4.11231
Min Value: -0.00766382
Value: true
Axis: Z
Channel Name: intensity
Class: rviz/PointCloud2
Color: 85; 255; 0
Color Transformer: RGB8
Decay Time: 0
Enabled: true
Invert Rainbow: false
Max Color: 255; 255; 255
Max Intensity: 4096
Min Color: 0; 0; 0
Min Intensity: 0
Name: Voxel_cloud
Position Transformer: XYZ
Queue Size: 10
Selectable: true
Size (Pixels): 3
Size (m): 0.01
Style: Points
Topic: /voxel_cloud
Use Fixed Frame: true
Use rainbow: true
Value: true
- Alpha: 1
Class: rtabmap_ros/MapGraph
Enabled: true
Global loop closure: 255; 0; 0
Local loop closure: 255; 255; 0
Merged neighbor: 255; 170; 0
Name: MapGraph
Neighbor: 0; 0; 255
Topic: /rtabmap/mapGraph
User: 255; 0; 0
Value: true
Virtual: 255; 0; 255
- Alpha: 1
Buffer Length: 1
Class: rviz/Path
Color: 255; 0; 255
Enabled: true
Line Style: Lines
Line Width: 0.03
Name: Rtabmap global path
Offset:
X: 0
Y: 0
Z: 0
Topic: /rtabmap/global_path
Value: true
- Alpha: 1
Buffer Length: 1
Class: rviz/Path
Color: 85; 255; 255
Enabled: true
Line Style: Lines
Line Width: 0.03
Name: Rtabmap local path
Offset:
X: 0
Y: 0
Z: 0
Topic: /rtabmap/local_path
Value: true
- Alpha: 1
Axes Length: 1
Axes Radius: 0.1
Class: rviz/Pose
Color: 0; 255; 0
Enabled: true
Head Length: 0.3
Head Radius: 0.1
Name: Current goal
Shaft Length: 1
Shaft Radius: 0.05
Shape: Arrow
Topic: /rtabmap/current_goal
Value: true
- Alpha: 1
Axes Length: 1
Axes Radius: 0.1
Class: rviz/Pose
Color: 255; 25; 0
Enabled: true
Head Length: 0.3
Head Radius: 0.1
Name: Global goal
Shaft Length: 1
Shaft Radius: 0.05
Shape: Arrow
Topic: /rtabmap/goal
Value: true
Enabled: true
Global Options:
Background Color: 48; 48; 48
Fixed Frame: map
Frame Rate: 30
Name: root
Tools:
- Class: rviz/Interact
Hide Inactive Objects: true
- Class: rviz/MoveCamera
- Class: rviz/Select
- Class: rviz/Measure
- Class: rviz/SetInitialPose
Topic: /initialpose
- Class: rviz/SetGoal
Topic: /rtabmap/goal
Value: true
Views:
Current:
Class: rviz/Orbit
Distance: 13.3786
Enable Stereo Rendering:
Stereo Eye Separation: 0.06
Stereo Focal Distance: 1
Swap Stereo Eyes: false
Value: false
Focal Point:
X: -1.4347
Y: 1.38269
Z: -0.0856586
Name: Current View
Near Clip Distance: 0.01
Pitch: 1.2448
Target Frame: base_footprint
Value: Orbit (rviz)
Yaw: 3.76044
Saved: ~
Window Geometry:
Displays:
collapsed: false
Height: 800
Hide Left Dock: false
Hide Right Dock: false
Image:
collapsed: false
QMainWindow State: 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
Selection:
collapsed: false
Time:
collapsed: false
Tool Properties:
collapsed: false
Views:
collapsed: false
Width: 1228
X: 396
Y: 144
@@ -0,0 +1,444 @@
Panels:
- Class: rviz/Displays
Help Height: 0
Name: Displays
Property Tree Widget:
Expanded:
- /Global Options1
- /TF1/Frames1
Splitter Ratio: 0.601881
Tree Height: 304
- Class: rviz/Selection
Name: Selection
- Class: rviz/Views
Expanded:
- /Current View1
- /Current View1/Focal Point1
Name: Views
Splitter Ratio: 0.5
- Class: rviz/Time
Experimental: false
Name: Time
SyncMode: 0
SyncSource: PointCloud2
- Class: rviz/Tool Properties
Expanded:
- /2D Pose Estimate1
- /2D Nav Goal1
Name: Tool Properties
Splitter Ratio: 0.5
Visualization Manager:
Class: ""
Displays:
- Alpha: 0.5
Cell Size: 1
Class: rviz/Grid
Color: 160; 160; 164
Enabled: true
Line Style:
Line Width: 0.03
Value: Lines
Name: Grid
Normal Cell Count: 0
Offset:
X: 0
Y: 0
Z: 0
Plane: XY
Plane Cell Count: 10
Reference Frame: map
Value: true
- Alpha: 1
Autocompute Intensity Bounds: true
Autocompute Value Bounds:
Max Value: 2.02684
Min Value: -1.12646
Value: true
Axis: Z
Channel Name: rgb
Class: rviz/PointCloud2
Color: 255; 255; 255
Color Transformer: Intensity
Decay Time: 0
Enabled: true
Invert Rainbow: false
Max Color: 255; 255; 255
Max Intensity: 2.34177e-38
Min Color: 0; 0; 0
Min Intensity: 9.21942e-41
Name: PointCloud2
Position Transformer: XYZ
Queue Size: 10
Selectable: true
Size (Pixels): 3
Size (m): 0.01
Style: Points
Topic: /odom_last_frame
Use Fixed Frame: true
Use rainbow: true
Value: true
- Class: rviz/TF
Enabled: true
Frame Timeout: 15
Frames:
All Enabled: false
az3_base_link:
Value: true
az3_odom:
Value: true
base_footprint:
Value: true
base_laser_link:
Value: true
base_link:
Value: true
map:
Value: true
odom:
Value: true
stereo_camera:
Value: true
stereo_camera_base:
Value: true
wheelLB_linkWheel_link:
Value: true
wheelLB_wheel_link:
Value: true
wheelLF_linkWheel_link:
Value: true
wheelLF_wheel_link:
Value: true
wheelRB_linkWheel_link:
Value: true
wheelRB_wheel_link:
Value: true
wheelRF_linkWheel_link:
Value: true
wheelRF_wheel_link:
Value: true
Marker Scale: 1
Name: TF
Show Arrows: true
Show Axes: true
Show Names: true
Tree:
map:
odom:
base_footprint:
base_link:
base_laser_link:
{}
stereo_camera_base:
stereo_camera:
{}
wheelLB_linkWheel_link:
wheelLB_wheel_link:
{}
wheelLF_linkWheel_link:
wheelLF_wheel_link:
{}
wheelRB_linkWheel_link:
wheelRB_wheel_link:
{}
wheelRF_linkWheel_link:
wheelRF_wheel_link:
{}
Update Interval: 0
Value: true
- Alpha: 1
Autocompute Intensity Bounds: true
Autocompute Value Bounds:
Max Value: -0.851967
Min Value: -2.15198
Value: true
Axis: X
Channel Name: intensity
Class: rviz/LaserScan
Color: 255; 255; 255
Color Transformer: AxisColor
Decay Time: 0
Enabled: true
Invert Rainbow: false
Max Color: 255; 255; 255
Max Intensity: 4096
Min Color: 0; 0; 0
Min Intensity: 0
Name: LaserScan
Position Transformer: XYZ
Queue Size: 10
Selectable: true
Size (Pixels): 5
Size (m): 0.01
Style: Points
Topic: /base_scan
Use Fixed Frame: false
Use rainbow: true
Value: true
- Alpha: 0.7
Class: rviz/Map
Color Scheme: map
Draw Behind: false
Enabled: true
Name: Map
Topic: /map
Value: true
- Alpha: 0.7
Class: rviz/Map
Color Scheme: costmap
Draw Behind: false
Enabled: true
Name: Map
Topic: /planner/move_base/local_costmap/costmap
Value: true
- Alpha: 0.7
Class: rviz/Map
Color Scheme: costmap
Draw Behind: false
Enabled: true
Name: Map
Topic: /planner/move_base/global_costmap/costmap
Value: true
- Alpha: 1
Class: rviz/RobotModel
Collision Enabled: false
Enabled: true
Links:
All Links Enabled: true
Expand Joint Details: false
Expand Link Details: false
Expand Tree: false
Link Tree Style: Links in Alphabetic Order
base_footprint:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
base_laser_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
base_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelLB_linkWheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelLB_wheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelLF_linkWheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelLF_wheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelRB_linkWheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelRB_wheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelRF_linkWheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
wheelRF_wheel_link:
Alpha: 1
Show Axes: false
Show Trail: false
Value: true
Name: RobotModel
Robot Description: robot_description
TF Prefix: ""
Update Interval: 0
Value: true
Visual Enabled: true
- Class: rviz/Image
Enabled: true
Image Topic: /stereo_camera/left/image_rect_color_relay
Max Value: 1
Median window: 5
Min Value: 0
Name: Image
Normalize Range: true
Queue Size: 2
Transport Hint: raw
Value: true
- Alpha: 1
Autocompute Intensity Bounds: true
Autocompute Value Bounds:
Max Value: 10
Min Value: -10
Value: true
Axis: Z
Channel Name: intensity
class: rtabmap_ros/MapCloud
Cloud decimation: 8
Cloud max depth (m): 4
Cloud voxel size (m): 0
Color: 255; 255; 255
Color Transformer: RGB8
Download graph: false
Download map: false
Enabled: true
Filter floor (m): 0.1
Invert Rainbow: false
Max Color: 255; 255; 255
Max Intensity: 4096
Min Color: 0; 0; 0
Min Intensity: 0
Name: MapCloud
Node filtering angle (degrees): 0
Node filtering radius (m): 0
Position Transformer: XYZ
Size (Pixels): 3
Size (m): 0.01
Style: Points
Topic: /rtabmap/mapData_relay
Use Fixed Frame: true
Use rainbow: true
Value: true
- class: rtabmap_ros/Info
Enabled: true
Name: Info
Topic: /rtabmap/info
Value: true
- Alpha: 1
Axes Length: 1
Axes Radius: 0.1
Class: rviz/Pose
Color: 255; 25; 0
Enabled: true
Head Length: 0.3
Head Radius: 0.1
Name: Pose
Shaft Length: 1
Shaft Radius: 0.05
Shape: Arrow
Topic: /planner_goal
Value: true
- Alpha: 1
Buffer Length: 1
Class: rviz/Path
Color: 25; 255; 0
Enabled: true
Name: Path
Topic: /planner/move_base/TrajectoryPlannerROS/global_plan
Value: true
- Alpha: 1
Buffer Length: 1
Class: rviz/Path
Color: 2; 14; 255
Enabled: true
Name: Path
Topic: /planner/move_base/TrajectoryPlannerROS/local_plan
Value: true
- Alpha: 1
class: rtabmap_ros/MapGraph
Color: 0; 0; 255
Enabled: true
Name: MapGraph
Topic: /rtabmap/mapData_relay
Value: true
- Alpha: 1
Autocompute Intensity Bounds: true
Autocompute Value Bounds:
Max Value: 10
Min Value: -10
Value: true
Axis: Z
Channel Name: intensity
Class: rviz/PointCloud2
Color: 85; 255; 0
Color Transformer: FlatColor
Decay Time: 0
Enabled: true
Invert Rainbow: false
Max Color: 255; 255; 255
Max Intensity: 4096
Min Color: 0; 0; 0
Min Intensity: 0
Name: PointCloud2
Position Transformer: XYZ
Queue Size: 10
Selectable: true
Size (Pixels): 3
Size (m): 0.01
Style: Points
Topic: /odom_local_map
Use Fixed Frame: true
Use rainbow: true
Value: true
Enabled: true
Global Options:
Background Color: 48; 48; 48
Fixed Frame: map
Frame Rate: 30
Name: root
Tools:
- Class: rviz/Interact
Hide Inactive Objects: true
- Class: rviz/MoveCamera
- Class: rviz/Select
- Class: rviz/Measure
- Class: rviz/SetInitialPose
Topic: /initialpose
- Class: rviz/SetGoal
Topic: /planner_goal
Value: true
Views:
Current:
class: rtabmap_ros/OrbitOriented
Distance: 6.3581
Enable Stereo Rendering:
Stereo Eye Separation: 0.06
Stereo Focal Distance: 1
Swap Stereo Eyes: false
Value: false
Focal Point:
X: 0.0235024
Y: -0.0419514
Z: 0.22792
Name: Current View
Near Clip Distance: 0.01
Pitch: 0.799797
Target Frame: base_footprint
Value: OrbitOriented (rtabmap)
Yaw: 3.11245
Saved: ~
Window Geometry:
Displays:
collapsed: false
Height: 765
Hide Left Dock: false
Hide Right Dock: false
Image:
collapsed: false
QMainWindow State: 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
Selection:
collapsed: false
Time:
collapsed: false
Tool Properties:
collapsed: false
Views:
collapsed: false
Width: 1414
X: 159
Y: 54
@@ -0,0 +1,41 @@
TrajectoryPlannerROS:
# Current limits based on AZ3 standalone configuration.
acc_lim_x: 0.75
acc_lim_y: 0.75
acc_lim_theta: 4
# min_vel_x and max_rotational_vel were set to keep the ICR at
# minimal distance of 0.48 m.
# Basically, max_rotational_vel * rho_min <= min_vel_x
max_vel_x: 0.5
min_vel_x: 0.24
max_vel_theta: 0.5
min_vel_theta: -0.5
min_in_place_vel_theta: 0.25
holonomic_robot: true
xy_goal_tolerance: 0.25
yaw_goal_tolerance: 0.25
latch_xy_goal_tolerance: true
# make sure that the minimum velocity multiplied by the sim_period is less than twice the tolerance on a goal. Otherwise, the robot will prefer to rotate in place just outside of range of its target position rather than moving towards the goal.
sim_time: 1.5 # set between 1 and 2. The higher he value, the smoother the path (though more samples would be required).
sim_granularity: 0.025
angular_sim_granularity: 0.05
vx_samples: 12
vtheta_samples: 20
meter_scoring: true
pdist_scale: 0.7 # The higher will follow more the global path.
gdist_scale: 0.8
occdist_scale: 0.01
publish_cost_grid_pc: false
#move_base
controller_frequency: 10.0 #The robot can move faster when higher.
#global planner
NavfnROS:
allow_unknown: true
visualize_potential: false
@@ -0,0 +1,10 @@
footprint: [[ 0.3, 0.3], [-0.3, 0.3], [-0.3, -0.3], [ 0.3, -0.3]]
footprint_padding: 0.02
#robot_radius: 0.38
#robot_radius: ir_of_robot
inflation_layer:
inflation_radius: 0.7 # 2xfootprint, it helps to keep the global planned path farther from obstacles
transform_tolerance: 2
@@ -0,0 +1,43 @@
footprint: [[ 0.3, 0.3], [-0.3, 0.3], [-0.3, -0.3], [ 0.3, -0.3]]
footprint_padding: 0.04
inflation_layer:
inflation_radius: 0.7 # 2xfootprint, it helps to keep the global planned path farther from obstacles
transform_tolerance: 2
obstacle_layer:
obstacle_range: 2.5
raytrace_range: 3
max_obstacle_height: 0.4
track_unknown_space: true
observation_sources: laser_scan_sensor point_cloud_sensorA point_cloud_sensorB
laser_scan_sensor: {
data_type: LaserScan,
topic: scan,
expected_update_rate: 0.1,
marking: true,
clearing: true
}
point_cloud_sensorA: {
sensor_frame: base_footprint,
data_type: PointCloud2,
topic: obstacles_cloud,
expected_update_rate: 0.5,
marking: true,
clearing: true,
min_obstacle_height: 0.04
}
point_cloud_sensorB: {
sensor_frame: base_footprint,
data_type: PointCloud2,
topic: ground_cloud,
expected_update_rate: 0.5,
marking: false,
clearing: true,
min_obstacle_height: -1.0 # make sure the ground is not filtered
}
@@ -0,0 +1,11 @@
#global_costmap
global_frame: map
robot_base_frame: base_footprint
update_frequency: 1
publish_frequency: 1
always_send_full_costmap: false
plugins:
- {name: static_layer, type: "rtabmap_ros::StaticLayer"}
- {name: obstacle_layer, type: "costmap_2d::ObstacleLayer"}
- {name: inflation_layer, type: "costmap_2d::InflationLayer"}
@@ -0,0 +1,14 @@
global_frame: odom
robot_base_frame: base_footprint
update_frequency: 2
publish_frequency: 1
rolling_window: true
width: 3.0
height: 3.0
resolution: 0.025
origin_x: 0
origin_y: 0
plugins:
- {name: obstacle_layer, type: "costmap_2d::ObstacleLayer"}
- {name: inflation_layer, type: "costmap_2d::InflationLayer"}
@@ -0,0 +1,51 @@
global_frame: odom
robot_base_frame: base_footprint
update_frequency: 2.0
publish_frequency: 2.0
rolling_window: true
width: 4.0
height: 4.0
resolution: 0.025
origin_x: -2.0
origin_y: -2.0
plugins:
- {name: obstacle_layer, type: "costmap_2d::ObstacleLayer"}
- {name: inflation_layer, type: "costmap_2d::InflationLayer"}
obstacle_layer:
obstacle_range: 2.5
raytrace_range: 3.0
max_obstacle_height: 0.4
track_unknown_space: true
observation_sources: laser_scan_sensor point_cloud_sensorA point_cloud_sensorB
laser_scan_sensor: {
data_type: LaserScan,
topic: base_scan,
expected_update_rate: 0.2,
marking: true,
clearing: true
}
point_cloud_sensorA: {
sensor_frame: base_footprint,
data_type: PointCloud2,
topic: obstacles_cloud,
expected_update_rate: 0.5,
marking: true,
clearing: true,
min_obstacle_height: 0.04
}
point_cloud_sensorB: {
sensor_frame: base_footprint,
data_type: PointCloud2,
topic: ground_cloud,
expected_update_rate: 0.5,
marking: false,
clearing: true,
min_obstacle_height: -1.0 # make usre the ground is not filtered
}
@@ -0,0 +1,33 @@
local_costmap:
global_frame: odom
robot_base_frame: base_footprint
update_frequency: 2.0
publish_frequency: 2.0
static_map: false
rolling_window: true
width: 4.0
height: 4.0
resolution: 0.025
origin_x: -2.0
origin_y: -2.0
#observation_sources: laser_scan_sensor point_cloud_sensor
observation_sources: point_cloud_sensor
laser_scan_sensor: {
data_type: LaserScan,
topic: base_scan,
expected_update_rate: 0.2,
marking: true,
clearing: true}
# assuming receiving a cloud from rtabmap/obstacles_detection node
point_cloud_sensor: {
sensor_frame: base_footprint,
data_type: PointCloud2,
topic: openni_points,
expected_update_rate: 0.5,
marking: true,
clearing: true,
min_obstacle_height: -99999.0,
max_obstacle_height: 0.5}
@@ -0,0 +1,20 @@
image_width: 640
image_height: 480
camera_name: 00b09d010081e00e_left
camera_matrix:
rows: 3
cols: 3
data: [520.84106910681, 0, 320.207922533597, 0, 520.652683004955, 251.69140630101, 0, 0, 1]
distortion_model: plumb_bob
distortion_coefficients:
rows: 1
cols: 5
data: [-0.344858300062205, 0.131731614744127, -0.00032220157418798, -0.000178643627395838, 0]
rectification_matrix:
rows: 3
cols: 3
data: [0.999977409119708, -0.00542294021453702, -0.00397151981806852, 0.00542696944573559, 0.999984769417176, 0.00100445821860056, 0.00396601221263954, -0.00102598884371095, 0.999991609011807]
projection_matrix:
rows: 3
cols: 4
data: [487.608731712861, 0, 318.1162109375, 0, 0, 487.608731712861, 249.44425201416, 0, 0, 0, 1, 0]
@@ -0,0 +1,20 @@
image_width: 640
image_height: 480
camera_name: 00b09d010081e00e_right
camera_matrix:
rows: 3
cols: 3
data: [525.042672813, 0, 315.778978739153, 0, 524.605377865008, 246.116481979902, 0, 0, 1]
distortion_model: plumb_bob
distortion_coefficients:
rows: 1
cols: 5
data: [-0.350198880846778, 0.143262162037345, -0.000540958577710845, -0.000386869942974346, 0]
rectification_matrix:
rows: 3
cols: 3
data: [0.999991166299663, -0.00384047779504094, 0.00170823094047773, 0.00384221006573169, 0.999992106658553, -0.00101194980141688, -0.0017043310860856, 0.0010185042442697, 0.999998028950384]
projection_matrix:
rows: 3
cols: 4
data: [487.608731712861, 0, 318.1162109375, -58.3626989865376, 0, 487.608731712861, 249.44425201416, 0, 0, 0, 1, 0]
@@ -0,0 +1,20 @@
image_width: 640
image_height: 480
camera_name: depth_PS1080_PrimeSense
camera_matrix:
rows: 3
cols: 3
data: [546.0500834384593, 0.0, 318.26543549764034, 0.0, 545.7495208147751, 235.530988776277, 0.0, 0.0, 1.0]
distortion_model: plumb_bob
distortion_coefficients:
rows: 1
cols: 5
data: [-0.02445400737474688, 0.015558351939314555, 0.0010451121492915797, -0.004270544037870965, 0.0]
rectification_matrix:
rows: 3
cols: 3
data: [1, 0, 0, 0, 1, 0, 0, 0, 1]
projection_matrix:
rows: 3
cols: 4
data: [579.1331176757812, 0.0, 314.36071062675546, 0.0, 0.0, 580.1824340820312, 251.67534864987465, 0.0, 0.0, 0.0, 1.0, 0.0]
Binary file not shown.

After

Width:  |  Height:  |  Size: 551 KiB

@@ -0,0 +1,30 @@
#%YAML:1.0
---
camera_name: MH_01_easy_left
image_width: 752
image_height: 480
camera_matrix:
rows: 3
cols: 3
data: [ 4.5865400000000000e+02, 0., 3.6721499999999997e+02, 0.,
4.5729599999999999e+02, 2.4837500000000000e+02, 0., 0., 1. ]
distortion_coefficients:
rows: 1
cols: 4
data: [ -2.8340810999999999e-01, 7.3959070000000002e-02,
1.9358999999999999e-04, 1.7618711400000001e-05 ]
distortion_model: plumb_bob
rectification_matrix:
rows: 3
cols: 3
data: [ 9.9996634750298619e-01, -1.4227432298321767e-03,
8.0795831104762770e-03, 1.3657459036274155e-03,
9.9997417608074302e-01, 7.0556296505566432e-03,
-8.0894128132919258e-03, -7.0443575534647465e-03,
9.9994246755850658e-01 ]
projection_matrix:
rows: 3
cols: 4
data: [ 4.3520469597145990e+02, 0., 3.6745172119140625e+02, 0., 0.,
4.3520469597145990e+02, 2.5220085144042969e+02, 0., 0., 0., 1.,
0. ]
@@ -0,0 +1,30 @@
#%YAML:1.0
---
camera_name: MH_01_easy_right
image_width: 752
image_height: 480
camera_matrix:
rows: 3
cols: 3
data: [ 4.5758699999999999e+02, 0., 3.7999900000000002e+02, 0.,
4.5613400000000001e+02, 2.5523800000000000e+02, 0., 0., 1. ]
distortion_coefficients:
rows: 1
cols: 4
data: [ -2.8368365000000001e-01, 7.4512839999999997e-02,
-1.0473000000000000e-04, -3.5559070000000001e-05 ]
distortion_model: plumb_bob
rectification_matrix:
rows: 3
cols: 3
data: [ 9.9996335257946345e-01, -3.6258159819210472e-03,
7.7554468926514068e-03, 3.6804026836554193e-03,
9.9996847525904631e-01, -7.0358456623254633e-03,
-7.7296917225483383e-03, 7.0641309842873097e-03,
9.9994517345668066e-01 ]
projection_matrix:
rows: 3
cols: 4
data: [ 4.3520469597145990e+02, 0., 3.6745172119140625e+02,
-4.7906395664848930e+01, 0., 4.3520469597145990e+02,
2.5220085144042969e+02, 0., 0., 0., 1., 0. ]
@@ -0,0 +1,21 @@
%YAML:1.0
cameraMatrix: !!opencv-matrix
rows: 3
cols: 3
dt: d
data: [ 1035.409658, 0., 953.629091, 0., 1036.265896, 550.972045, 0., 0., 1. ]
distortionCoefficients: !!opencv-matrix
rows: 1
cols: 5
dt: d
data: [ 0.046857, -0.054802, 0.002446, -0.001013, 0. ]
rotation: !!opencv-matrix
rows: 3
cols: 3
dt: d
data: [ 1., 0., 0., 0., 1., 0., 0., 0., 1. ]
projection: !!opencv-matrix
rows: 4
cols: 4
dt: d
data: [ 1034.458862, 0., 949.608678, 0., 0., 1046.304565, 553.032416, 0., 0., 0., 1., 0., 0., 0., 0., 1. ]
@@ -0,0 +1,26 @@
%YAML:1.0
cameraMatrix: !!opencv-matrix
rows: 3
cols: 3
dt: d
data: [ 3.6979200177991152e+02, 0., 2.5040545556144602e+02, 0.,
3.6934874236487565e+02, 2.0812949708935565e+02, 0., 0., 1. ]
distortionCoefficients: !!opencv-matrix
rows: 1
cols: 5
dt: d
data: [ 1.0599430434497996e-01, -2.7091691685678082e-01,
4.8231954365675019e-04, -3.1761820716379199e-05,
7.7492684133604814e-02 ]
rotation: !!opencv-matrix
rows: 3
cols: 3
dt: d
data: [ 1., 0., 0., 0., 1., 0., 0., 0., 1. ]
projection: !!opencv-matrix
rows: 4
cols: 4
dt: d
data: [ 3.6979200177991152e+02, 0., 2.5040545556144602e+02, 0., 0.,
3.6934874236487565e+02, 2.0812949708935565e+02, 0., 0., 0., 1.,
0., 0., 0., 0., 1. ]
@@ -0,0 +1,33 @@
%YAML:1.0
rotation: !!opencv-matrix
rows: 3
cols: 3
dt: d
data: [ 9.9998557008106792e-01, 1.2305561691822327e-03,
-5.2292792195576393e-03, -1.3388135514396061e-03,
9.9978381286062756e-01, -2.0749340233854399e-02,
5.2026154880109553e-03, 2.0756041852440336e-02,
9.9977103354653341e-01 ]
translation: !!opencv-matrix
rows: 3
cols: 1
dt: d
data: [ -5.1351463516082281e-02, 2.3299760970435590e-03,
-1.6640325723173980e-02 ]
essential: !!opencv-matrix
rows: 3
cols: 3
dt: d
data: [ -1.0156323849380249e-05, 1.6685089380143084e-02,
1.9841668306476608e-03, -1.6372923685201993e-02,
1.0453762704480134e-03, 5.1426722663111546e-02,
-2.2611924404357772e-03, -5.1343229156542415e-02,
1.0776930835878881e-03 ]
fundamental: !!opencv-matrix
rows: 3
cols: 3
dt: d
data: [ -4.8742459614193642e-09, 8.0171558549327292e-06,
-1.3152531820940182e-03, -7.8512380180953911e-06,
5.0188640603529770e-07, 1.0980767538413172e-02,
3.2068378477732255e-03, -3.3465816946061419e-02, 1. ]
@@ -0,0 +1,12 @@
Kinect v2 calibration:
Copy "506816242542" folder in "~/catkin_ws/src/iai_kinect2/kinect2_bridge/data"
The number is the Kinect serial shown when launching kinect2_brige:
...
[Freenect2Impl] enumerating devices...
[Freenect2Impl] 12 usb devices connected
[Freenect2Impl] found valid Kinect v2 @4:3 with serial 506816242542
[Freenect2Impl] found 1 devices
Kinect2 devices found:
0: 506816242542 (selected)
...
@@ -0,0 +1,20 @@
image_width: 640
image_height: 480
camera_name: rgb_PS1080_PrimeSense
camera_matrix:
rows: 3
cols: 3
data: [546.0500834384593, 0.0, 318.26543549764034, 0.0, 545.7495208147751, 235.530988776277, 0.0, 0.0, 1.0]
distortion_model: plumb_bob
distortion_coefficients:
rows: 1
cols: 5
data: [0.07270573116068803, -0.18543929362134534, -0.0011832045804703304, -0.0034080201993029564, 0.0]
rectification_matrix:
rows: 3
cols: 3
data: [1, 0, 0, 0, 1, 0, 0, 0, 1]
projection_matrix:
rows: 3
cols: 4
data: [546.8461303710938, 0.0, 315.7269048503658, 0.0, 0.0, 549.0361938476562, 234.61483550908815, 0.0, 0.0, 0.0, 1.0, 0.0]
+363
View File
@@ -0,0 +1,363 @@
[Gui]
AboutDialog\geometry=@ByteArray(\x1\xd9\xd0\xcb\0\x2\0\0\0\0\0\0\0\0\0\x1b\0\0\x2\xf7\0\0\x2\xfc\0\0\0\0\0\0\0\x1b\0\0\x2\xf7\0\0\x2\xfc\0\0\0\0\0\0\0\0\a\x80)
DepthCalibrationDialog\bin_depth=2
DepthCalibrationDialog\bin_height=6
DepthCalibrationDialog\bin_width=8
DepthCalibrationDialog\cone_radius=0.02
DepthCalibrationDialog\cone_stddev_thresh=0.1
DepthCalibrationDialog\decimation=1
DepthCalibrationDialog\laser_scan=false
DepthCalibrationDialog\max_depth=3.5
DepthCalibrationDialog\max_model_depth=10
DepthCalibrationDialog\min_depth=0
DepthCalibrationDialog\smoothing=1
DepthCalibrationDialog\voxel=0.01
ExportBundlerDialog\exportPoints=false
ExportBundlerDialog\laplacianThr=0
ExportBundlerDialog\maxAngularSpeed=0
ExportBundlerDialog\maxLinearSpeed=0
ExportBundlerDialog\sba_iterations=20
ExportBundlerDialog\sba_rematch_features=true
ExportBundlerDialog\sba_type=0
ExportBundlerDialog\sba_variance=1
ExportCloudsDialog\assemble=true
ExportCloudsDialog\assemble_voxel=0.005
ExportCloudsDialog\bilateral=false
ExportCloudsDialog\bilateral_sigma_r=0.1
ExportCloudsDialog\bilateral_sigma_s=10
ExportCloudsDialog\binary=true
ExportCloudsDialog\cputsdf_flattenRadius=0.005
ExportCloudsDialog\cputsdf_minWeight=0
ExportCloudsDialog\cputsdf_randomSplit=1
ExportCloudsDialog\cputsdf_resolution=0.01
ExportCloudsDialog\cputsdf_size=12
ExportCloudsDialog\cputsdf_truncNeg=0.03
ExportCloudsDialog\cputsdf_truncPos=0.03
ExportCloudsDialog\filtering=false
ExportCloudsDialog\filtering_min_neighbors=2
ExportCloudsDialog\filtering_radius=0.02
ExportCloudsDialog\frame=0
ExportCloudsDialog\from_depth=true
ExportCloudsDialog\gain=false
ExportCloudsDialog\gain_beta=10
ExportCloudsDialog\gain_full=false
ExportCloudsDialog\gain_overlap=0
ExportCloudsDialog\gain_radius=0.02
ExportCloudsDialog\gain_rgb=true
ExportCloudsDialog\mesh=false
ExportCloudsDialog\mesh_angle_tolerance=15
ExportCloudsDialog\mesh_clean=true
ExportCloudsDialog\mesh_color_radius=0.03
ExportCloudsDialog\mesh_decimation_factor=0
ExportCloudsDialog\mesh_dense_strategy=1
ExportCloudsDialog\mesh_k=20
ExportCloudsDialog\mesh_max_polygons=0
ExportCloudsDialog\mesh_min_cluster_size=0
ExportCloudsDialog\mesh_mu=2.5
ExportCloudsDialog\mesh_quad=false
ExportCloudsDialog\mesh_radius=0.04
ExportCloudsDialog\mesh_texture=false
ExportCloudsDialog\mesh_textureBlending=true
ExportCloudsDialog\mesh_textureBlendingDecimation=0
ExportCloudsDialog\mesh_textureBrightnessConstrastRatioHigh=0
ExportCloudsDialog\mesh_textureBrightnessConstrastRatioLow=0
ExportCloudsDialog\mesh_textureCameraFiltering=false
ExportCloudsDialog\mesh_textureCameraFilteringAngle=30
ExportCloudsDialog\mesh_textureCameraFilteringLaplacian=0
ExportCloudsDialog\mesh_textureCameraFilteringRadius=0
ExportCloudsDialog\mesh_textureCameraFilteringVel=0
ExportCloudsDialog\mesh_textureCameraFilteringVelRad=0
ExportCloudsDialog\mesh_textureExposureFusion=false
ExportCloudsDialog\mesh_textureFormat=0
ExportCloudsDialog\mesh_textureMaxAngle=0
ExportCloudsDialog\mesh_textureMaxCount=1
ExportCloudsDialog\mesh_textureMaxDepthError=0
ExportCloudsDialog\mesh_textureMaxDistance=3
ExportCloudsDialog\mesh_textureMinCluster=50
ExportCloudsDialog\mesh_textureMultiband=false
ExportCloudsDialog\mesh_textureRoiRatios=0.0 0.0 0.0 0.0
ExportCloudsDialog\mesh_textureSize=5
ExportCloudsDialog\mesh_triangle_size=2
ExportCloudsDialog\mls=false
ExportCloudsDialog\mls_dilation_iterations=0
ExportCloudsDialog\mls_dilation_voxel_size=0.01
ExportCloudsDialog\mls_output_voxel_size=0
ExportCloudsDialog\mls_point_density=0
ExportCloudsDialog\mls_polygonial_order=2
ExportCloudsDialog\mls_radius=0.04
ExportCloudsDialog\mls_upsampling_method=0
ExportCloudsDialog\mls_upsampling_radius=0.01
ExportCloudsDialog\mls_upsampling_step=0
ExportCloudsDialog\normals_k=10
ExportCloudsDialog\normals_radius=0
ExportCloudsDialog\openchisel_carving_dist_m=0.05
ExportCloudsDialog\openchisel_chunk_size_x=16
ExportCloudsDialog\openchisel_chunk_size_y=16
ExportCloudsDialog\openchisel_chunk_size_z=16
ExportCloudsDialog\openchisel_far_plane_dist=1.1
ExportCloudsDialog\openchisel_integration_weight=1
ExportCloudsDialog\openchisel_merge_vertices=true
ExportCloudsDialog\openchisel_near_plane_dist=0.05
ExportCloudsDialog\openchisel_truncation_constant=0.001504
ExportCloudsDialog\openchisel_truncation_linear=0.00152
ExportCloudsDialog\openchisel_truncation_quadratic=0.0019
ExportCloudsDialog\openchisel_truncation_scale=10
ExportCloudsDialog\openchisel_use_voxel_carving=false
ExportCloudsDialog\pipeline=0
ExportCloudsDialog\poisson_depth=0
ExportCloudsDialog\poisson_iso=8
ExportCloudsDialog\poisson_manifold=true
ExportCloudsDialog\poisson_minDepth=5
ExportCloudsDialog\poisson_outputPolygons=false
ExportCloudsDialog\poisson_pointWeight=4
ExportCloudsDialog\poisson_samples=1
ExportCloudsDialog\poisson_scale=1.1
ExportCloudsDialog\poisson_solver=8
ExportCloudsDialog\regenerate=true
ExportCloudsDialog\regenerate_decimation=1
ExportCloudsDialog\regenerate_distortion_model=
ExportCloudsDialog\regenerate_fill_error=2
ExportCloudsDialog\regenerate_fill_size=0
ExportCloudsDialog\regenerate_max_depth=4
ExportCloudsDialog\regenerate_min_depth=0
ExportCloudsDialog\regenerate_roi=0.0 0.0 0.0 0.0
ExportCloudsDialog\regenerate_scan_decimation=1
ExportCloudsDialog\regenerate_scan_max_range=0
ExportCloudsDialog\regenerate_scan_min_range=0
ExportCloudsDialog\regenerate_voxel=0.005
ExportCloudsDialog\subtract=false
ExportCloudsDialog\subtract_min_neighbors=5
ExportCloudsDialog\subtract_point_angle=0
ExportCloudsDialog\subtract_point_radius=0.02
ExportScansDialog\assemble=true
ExportScansDialog\assemble_voxel=0.01
ExportScansDialog\binary=true
ExportScansDialog\filtering=false
ExportScansDialog\filtering_min_neighbors=2
ExportScansDialog\filtering_radius=0.02
ExportScansDialog\normals_k=20
ExportScansDialog\regenerate=false
ExportScansDialog\regenerate_decimation=1
Figures\counts=
Figures\curves=
General\beep=false
General\cloudCeilingHeight=0
General\cloudFiltering=false
General\cloudFilteringAngle=20
General\cloudFilteringRadius=0.2
General\cloudFloorHeight=0
General\cloudNoiseMinNeighbors=5
General\cloudNoiseRadius=0
General\cloudVoxel=0
General\cloudsKept=true
General\colorScheme0=0
General\colorScheme1=0
General\colorSchemeScan0=0
General\colorSchemeScan1=0
General\decimation0=4
General\decimation1=4
General\downsamplingScan0=1
General\downsamplingScan1=1
General\figure_cache=true
General\figure_time=true
General\gravityLength0=1
General\gravityLength1=1
General\gravityShown0=false
General\gravityShown1=false
General\gridMapOpacity=0.75
General\gridMapShown=false
General\gtAlign=true
General\imageHighestHypShown=false
General\imageRejectedShown=true
General\imagesKept=true
General\landmarkSize=0
General\localizationsGraphView=false
General\loggerEventLevel=3
General\loggerLevel=2
General\loggerPauseLevel=3
General\loggerPrintThreadId=false
General\loggerPrintTime=true
General\loggerType=1
General\maxDepth0=4
General\maxDepth1=0
General\maxRange0=0
General\maxRange1=0
General\meshing=false
General\meshing_angle=15
General\meshing_quad=false
General\meshing_texture=false
General\meshing_triangle_size=2
General\minDepth0=0
General\minDepth1=0
General\minRange0=0
General\minRange1=0
General\noFiltering=true
General\nochangeGraphView=false
General\normalKSearch=10
General\normalRadiusSearch=0
General\notifyNewGlobalPath=false
General\octomap=false
General\octomap_2dgrid=true
General\octomap_3dmap=true
General\octomap_depth=16
General\octomap_point_size=5
General\octomap_rendering_type=0
General\odomDisabled=false
General\odomOnlyInliersShown=false
General\odomQualityThr=50
General\odomRegistration=3
General\opacity0=1
General\opacity1=1
General\opacityScan0=1
General\opacityScan1=1
General\posteriorGraphView=true
General\ptSize0=1
General\ptSize1=2
General\ptSizeFeatures0=3
General\ptSizeFeatures1=3
General\ptSizeScan0=1
General\ptSizeScan1=1
General\roiRatios0=0.0 0.0 0.0 0.0
General\roiRatios1=0.0 0.0 0.0 0.0
General\scanCeilingHeight=0
General\scanFloorHeight=0
General\scanNormalKSearch=0
General\scanNormalRadiusSearch=0
General\showClouds0=true
General\showClouds1=true
General\showFeatures0=false
General\showFeatures1=true
General\showFrames=false
General\showFrustums0=false
General\showFrustums1=false
General\showGraphs=true
General\showIMUAcc=false
General\showIMUGravity=false
General\showLabels=false
General\showLandmarks=true
General\showScans0=true
General\showScans1=true
General\subtractFiltering=false
General\subtractFilteringAngle=0
General\subtractFilteringMinPts=5
General\subtractFilteringRadius=0.02
General\verticalLayoutUsed=true
General\voxelSizeScan0=0
General\voxelSizeScan1=0
General\wordsGraphView=false
MainWindow\geometry=@ByteArray(\x1\xd9\xd0\xcb\0\x2\0\0\0\0\0\x43\0\0\0\x1b\0\0\x5\xa5\0\0\x3\xf\0\0\0\x43\0\0\0\x39\0\0\x5\xa5\0\0\x3\xf\0\0\0\0\0\0\0\0\a\x80)
MainWindow\maximized=false
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MainWindow\status_bar=false
PostProcessingDialog\cluster_angle=30
PostProcessingDialog\cluster_radius=0.3
PostProcessingDialog\detect_more_lc=true
PostProcessingDialog\inter_session=true
PostProcessingDialog\intra_session=true
PostProcessingDialog\iterations=1
PostProcessingDialog\reextract_features=false
PostProcessingDialog\refine_lc=false
PostProcessingDialog\refine_neigbors=false
PostProcessingDialog\sba=false
PostProcessingDialog\sba_epsilon=0
PostProcessingDialog\sba_iterations=20
PostProcessingDialog\sba_rematch_features=true
PostProcessingDialog\sba_type=1
PostProcessingDialog\sba_variance=1
PreferencesDialog\geometry=@ByteArray(\x1\xd9\xd0\xcb\0\x2\0\0\0\0\x1\f\0\0\0\x1b\0\0\x4\xdb\0\0\x3\x9a\0\0\x1\f\0\0\0\x1b\0\0\x4\xdb\0\0\x3\x9a\0\0\0\0\0\0\0\0\a\x80)
graphicsView_graphView\current_goal_color=@Variant(\0\0\0\x43\x1\xff\xff\x80\x80\0\0\x80\x80\0\0)
graphicsView_graphView\global_color=@Variant(\0\0\0\x43\x1\xff\xff\xff\xff\0\0\0\0\0\0)
graphicsView_graphView\global_path_color=@Variant(\0\0\0\x43\x1\xff\xff\x80\x80\0\0\x80\x80\0\0)
graphicsView_graphView\global_path_visible=true
graphicsView_graphView\gps_color=@Variant(\0\0\0\x43\x1\xff\xff\0\0\x80\x80\x80\x80\0\0)
graphicsView_graphView\gps_graph_visible=true
graphicsView_graphView\graph_visible=true
graphicsView_graphView\grid_visible=true
graphicsView_graphView\gt_color=@Variant(\0\0\0\x43\x1\xff\xff\xa0\xa0\xa0\xa0\xa4\xa4\0\0)
graphicsView_graphView\gt_graph_visible=true
graphicsView_graphView\inter_session_color=@Variant(\0\0\0\x43\x1\xff\xff\0\0\xff\xff\0\0\0\0)
graphicsView_graphView\intra_inter_session_colors_enabled=false
graphicsView_graphView\intra_session_color=@Variant(\0\0\0\x43\x1\xff\xff\xff\xff\0\0\0\0\0\0)
graphicsView_graphView\link_width=0
graphicsView_graphView\local_color=@Variant(\0\0\0\x43\x1\xff\xff\xff\xff\xff\xff\0\0\0\0)
graphicsView_graphView\local_path_color=@Variant(\0\0\0\x43\x1\xff\xff\0\0\xff\xff\xff\xff\0\0)
graphicsView_graphView\local_path_visible=true
graphicsView_graphView\local_radius_visible=false
graphicsView_graphView\loop_closure_outlier_thr=@Variant(\0\0\0\x87\0\0\0\0)
graphicsView_graphView\max_link_length=@Variant(\0\0\0\x87<\xa3\xd7\n)
graphicsView_graphView\neighbor_color=@Variant(\0\0\0\x43\x1\xff\xff\0\0\0\0\xff\xff\0\0)
graphicsView_graphView\neighbor_merged_color=@Variant(\0\0\0\x43\x1\xff\xff\xff\xff\xaa\xaa\0\0\0\0)
graphicsView_graphView\node_color=@Variant(\0\0\0\x43\x1\xff\xff\0\0\0\0\xff\xff\0\0)
graphicsView_graphView\node_radius=0.009999999776482582
graphicsView_graphView\orientation_ENU=false
graphicsView_graphView\origin_visible=true
graphicsView_graphView\referential_visible=true
graphicsView_graphView\rejected_color=@Variant(\0\0\0\x43\x1\xff\xff\0\0\0\0\0\0\0\0)
graphicsView_graphView\user_color=@Variant(\0\0\0\x43\x1\xff\xff\xff\xff\0\0\0\0\0\0)
graphicsView_graphView\virtual_color=@Variant(\0\0\0\x43\x1\xff\xff\xff\xff\0\0\xff\xff\0\0)
imageView_loopClosure\alpha=150
imageView_loopClosure\bg_color=@Variant(\0\0\0\x43\x1\xff\xff\0\0\0\0\0\0\0\0)
imageView_loopClosure\colormap=0
imageView_loopClosure\depth_shown=false
imageView_loopClosure\feature_color=@Variant(\0\0\0\x43\x1\xff\xff\xff\xff\xff\xff\0\0\0\0)
imageView_loopClosure\features_shown=true
imageView_loopClosure\features_size=0
imageView_loopClosure\graphics_view=false
imageView_loopClosure\graphics_view_scale=true
imageView_loopClosure\graphics_view_scale_to_height=false
imageView_loopClosure\image_shown=true
imageView_loopClosure\lines_shown=true
imageView_loopClosure\matching_feature_color=@Variant(\0\0\0\x43\x1\xff\xff\xff\xff\0\0\xff\xff\0\0)
imageView_loopClosure\matching_line_color=@Variant(\0\0\0\x43\x1\xff\xff\0\0\xff\xff\xff\xff\0\0)
imageView_odometry\alpha=200
imageView_odometry\bg_color=@Variant(\0\0\0\x43\x1\xff\xff\0\0\0\0\0\0\0\0)
imageView_odometry\colormap=0
imageView_odometry\depth_shown=false
imageView_odometry\feature_color=@Variant(\0\0\0\x43\x1\xff\xff\xff\xff\xff\xff\0\0\0\0)
imageView_odometry\features_shown=true
imageView_odometry\features_size=0
imageView_odometry\graphics_view=false
imageView_odometry\graphics_view_scale=true
imageView_odometry\graphics_view_scale_to_height=false
imageView_odometry\image_shown=true
imageView_odometry\lines_shown=true
imageView_odometry\matching_feature_color=@Variant(\0\0\0\x43\x1\xff\xff\xff\xff\0\0\xff\xff\0\0)
imageView_odometry\matching_line_color=@Variant(\0\0\0\x43\x1\xff\xff\0\0\xff\xff\xff\xff\0\0)
imageView_source\alpha=150
imageView_source\bg_color=@Variant(\0\0\0\x43\x1\xff\xff\0\0\0\0\0\0\0\0)
imageView_source\colormap=0
imageView_source\depth_shown=false
imageView_source\feature_color=@Variant(\0\0\0\x43\x1\xff\xff\xff\xff\xff\xff\0\0\0\0)
imageView_source\features_shown=true
imageView_source\features_size=0
imageView_source\graphics_view=false
imageView_source\graphics_view_scale=true
imageView_source\graphics_view_scale_to_height=false
imageView_source\image_shown=true
imageView_source\lines_shown=true
imageView_source\matching_feature_color=@Variant(\0\0\0\x43\x1\xff\xff\xff\xff\0\0\xff\xff\0\0)
imageView_source\matching_line_color=@Variant(\0\0\0\x43\x1\xff\xff\0\0\xff\xff\xff\xff\0\0)
widget_cloudViewer\bg_color=@Variant(\0\0\0\x43\x1\xff\xff\0\0\0\0\0\0\0\0)
widget_cloudViewer\camera_axis_shown=true
widget_cloudViewer\camera_focal="@Variant(\0\0\0T?>\"\xb0=!\xa5\0?>!\xe6)"
widget_cloudViewer\camera_free=false
widget_cloudViewer\camera_lockZ=true
widget_cloudViewer\camera_ortho=false
widget_cloudViewer\camera_pose=@Variant(\0\0\0T\xc0G\xad|>\r\xa4\x10@h\xe3\x46)
widget_cloudViewer\camera_target_follow=true
widget_cloudViewer\camera_target_locked=false
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widget_cloudViewer\frustum_color=@Variant(\0\0\0\x43\x1\xff\xff\xa0\xa0\xa0\xa0\xa4\xa4\0\0)
widget_cloudViewer\frustum_scale=@Variant(\0\0\0\x87?\0\0\0)
widget_cloudViewer\frustum_shown=true
widget_cloudViewer\grid=false
widget_cloudViewer\grid_cell_count=50
widget_cloudViewer\grid_cell_size=1
widget_cloudViewer\intensity_max=0
widget_cloudViewer\intensity_red_colormap=false
widget_cloudViewer\normals=false
widget_cloudViewer\normals_scale=0.20000000298023224
widget_cloudViewer\normals_step=1
widget_cloudViewer\rendering_rate=5
widget_cloudViewer\trajectory_shown=true
widget_cloudViewer\trajectory_size=100
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**TODO: currently committed here for backup, though a comprehensive step-by-step procedure would be required so that anyone could reproduce the results**
This is the raw files used to generate results for MIT Stata Center dataset of this paper (for KITTI, EuRoC and TUM datasets, see this [page](https://github.com/introlab/rtabmap/blob/docker/jfr2018)):
* M. Labbé and F. Michaud, “RTAB-Map as an Open-Source Lidar and Visual SLAM Library for Large-Scale and Long-Term Online Operation,” in Journal of Field Robotics, accepted, 2018. ([pdf](https://introlab.3it.usherbrooke.ca/mediawiki-introlab/images/7/7a/Labbe18JFR_preprint.pdf)) ([Wiley](https://doi.org/10.1002/rob.21831))
Manual instructions are in [launch_lidar](https://github.com/introlab/rtabmap_ros/blob/master/launch/jfr2018/launch_lidar), [launch_stereo](https://github.com/introlab/rtabmap_ros/blob/master/launch/jfr2018/launch_stereo) and [launch_rgbd](https://github.com/introlab/rtabmap_ros/blob/master/launch/jfr2018/launch_rgbd) files depending on the sensor configuration. Refer also to explanations in the paper.
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#!/usr/bin/python
# Software License Agreement (BSD License)
#
# Copyright (c) 2013, Juergen Sturm, TUM
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
#
# * Redistributions of source code must retain the above copyright
# notice, this list of conditions and the following disclaimer.
# * Redistributions in binary form must reproduce the above
# copyright notice, this list of conditions and the following
# disclaimer in the documentation and/or other materials provided
# with the distribution.
# * Neither the name of TUM nor the names of its
# contributors may be used to endorse or promote products derived
# from this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
# FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
# COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
# INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
# BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
# LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
# CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
# LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
# ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
# POSSIBILITY OF SUCH DAMAGE.
#
# Requirements:
# sudo apt-get install python-argparse
"""
The Kinect provides the color and depth images in an un-synchronized way. This means that the set of time stamps from the color images do not intersect with those of the depth images. Therefore, we need some way of associating color images to depth images.
For this purpose, you can use the ''associate.py'' script. It reads the time stamps from the rgb.txt file and the depth.txt file, and joins them by finding the best matches.
"""
import argparse
import sys
import os
import numpy
def read_file_list(filename):
"""
Reads a trajectory from a text file.
File format:
The file format is "stamp d1 d2 d3 ...", where stamp denotes the time stamp (to be matched)
and "d1 d2 d3.." is arbitary data (e.g., a 3D position and 3D orientation) associated to this timestamp.
Input:
filename -- File name
Output:
dict -- dictionary of (stamp,data) tuples
"""
file = open(filename)
data = file.read()
lines = data.replace(","," ").replace("\t"," ").split("\n")
list = [[v.strip() for v in line.split(" ") if v.strip()!=""] for line in lines if len(line)>0 and line[0]!="#"]
list = [(float(l[0]),l[1:]) for l in list if len(l)>1]
return dict(list)
def associate(first_list, second_list,offset,max_difference):
"""
Associate two dictionaries of (stamp,data). As the time stamps never match exactly, we aim
to find the closest match for every input tuple.
Input:
first_list -- first dictionary of (stamp,data) tuples
second_list -- second dictionary of (stamp,data) tuples
offset -- time offset between both dictionaries (e.g., to model the delay between the sensors)
max_difference -- search radius for candidate generation
Output:
matches -- list of matched tuples ((stamp1,data1),(stamp2,data2))
"""
first_keys = first_list.keys()
second_keys = second_list.keys()
potential_matches = [(abs(a - (b + offset)), a, b)
for a in first_keys
for b in second_keys
if abs(a - (b + offset)) < max_difference]
potential_matches.sort()
matches = []
for diff, a, b in potential_matches:
if a in first_keys and b in second_keys:
first_keys.remove(a)
second_keys.remove(b)
matches.append((a, b))
matches.sort()
return matches
if __name__ == '__main__':
# parse command line
parser = argparse.ArgumentParser(description='''
This script takes two data files with timestamps and associates them
''')
parser.add_argument('first_file', help='first text file (format: timestamp data)')
parser.add_argument('second_file', help='second text file (format: timestamp data)')
parser.add_argument('--first_only', help='only output associated lines from first file', action='store_true')
parser.add_argument('--offset', help='time offset added to the timestamps of the second file (default: 0.0)',default=0.0)
parser.add_argument('--max_difference', help='maximally allowed time difference for matching entries (default: 0.02)',default=0.02)
args = parser.parse_args()
first_list = read_file_list(args.first_file)
second_list = read_file_list(args.second_file)
matches = associate(first_list, second_list,float(args.offset),float(args.max_difference))
if args.first_only:
for a,b in matches:
print("%f %s"%(a," ".join(first_list[a])))
else:
for a,b in matches:
print("%f %s %f %s"%(a," ".join(first_list[a]),b-float(args.offset)," ".join(second_list[b])))
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@@ -0,0 +1,50 @@
<?xml version="1.0"?>
<!--
Copyright 2016 The Cartographer Authors
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
-->
<launch>
<param name="/use_sim_time" value="true" />
<!-- copy provided pr2.lua in $(find cartographer_ros)/configuration_files to use odometry as guess -->
<node name="cartographer_node" pkg="cartographer_ros"
type="cartographer_node" args="
-configuration_directory
$(find cartographer_ros)/configuration_files
-configuration_basename pr2.lua"
output="screen">
<remap from="scan" to="/base_scan_t_filtered" /> <!-- /base_scan_t /base_scan_t_filtered /camera_scan -->
<remap from="odom" to="/odom_combined" />
</node>
<node name="cartographer_occupancy_grid_node" pkg="cartographer_ros"
type="cartographer_occupancy_grid_node" args="-resolution 0.05" />
<node name="tf_remove_frames" pkg="cartographer_ros"
type="tf_remove_frames.py">
<remap from="tf_out" to="/tf" />
<rosparam param="remove_frames">
- map
- odom_combined
</rosparam>
</node>
<node name="rviz" pkg="rviz" type="rviz" required="true"
args="-d $(find cartographer_ros)/configuration_files/demo_2d.rviz" />
<node name="playbag" pkg="rosbag" type="play"
args="--clock $(arg bag_filename)">
<remap from="tf" to="tf_in" />
</node>
</launch>
@@ -0,0 +1,77 @@
#!/usr/bin/env python
import roslib
import rospy
import os
import tf
import numpy
import evaluate_ate
from visualization_msgs.msg import MarkerArray
from geometry_msgs.msg import Point
def callback(data):
global slamPoses
global gtPoses
global stamps
global listener
global lastSize
global slamPosesInd
global rmse
if len(data.markers) > 0 and lastSize != len(data.markers[0].points):
t = rospy.Time(data.markers[0].header.stamp.secs, data.markers[0].header.stamp.nsecs)
try:
listener.waitForTransform(fixedFrame, baseFrame, t, rospy.Duration(0.2))
(trans,rot) = listener.lookupTransform(fixedFrame, baseFrame, t)
gtPoses.append(Point(trans[0], trans[1], 0))
stamps.append(t.to_sec())
slamPoses.append(data.markers[0].points[len(data.markers[0].points)-1])
slamPosesInd.append(len(data.markers[0].points)-1)
first_xyz = numpy.empty([0,3])
second_xyz = numpy.empty([0,3])
for g in gtPoses:
newrow = [g.x,g.y,g.z]
first_xyz = numpy.vstack([first_xyz, newrow])
for p in slamPoses:
newrow = [p.x,p.y,p.z]
second_xyz = numpy.vstack([second_xyz, newrow])
first_xyz = numpy.matrix(first_xyz).transpose()
second_xyz = numpy.matrix(second_xyz).transpose()
rot,trans,trans_error = evaluate_ate.align(second_xyz, first_xyz)
rmse_v = numpy.sqrt(numpy.dot(trans_error,trans_error) / len(trans_error))
rmse.append(rmse_v)
print "points= " + str(len(data.markers[0].points)) + " added=" + str(len(slamPoses)) + " rmse=" + str(rmse_v)
except (tf.LookupException, tf.ConnectivityException, tf.ExtrapolationException), e:
print str(e)
if len(data.markers) > 0 and len(slamPosesInd) > 0:
j=0
for i in slamPosesInd:
slamPoses[j] = data.markers[0].points[i]
j+=1
if len(data.markers) > 0:
lastSize = len(data.markers[0].points)
if __name__ == '__main__':
rospy.init_node('sync_markers_gt', anonymous=True)
listener = tf.TransformListener()
fixedFrame = rospy.get_param('~fixed_frame_id', 'world')
baseFrame = rospy.get_param('~frame_id', 'base_link_gt')
rospy.Subscriber("trajectory_node_list", MarkerArray, callback, queue_size=1)
slamPoses = []
gtPoses = []
stamps = []
slamPosesInd = []
rmse = []
lastSize = 0
rospy.spin()
fileSlam = open('slam_poses.txt','w')
fileGt = open('gt_poses.txt','w')
fileRMSE = open('rmse.txt','w')
print "slam= " + str(len(slamPoses))
print "gt= " + str(len(gtPoses))
print "stamps= " + str(len(stamps))
for c, g, t, r in zip(slamPoses, gtPoses, stamps, rmse):
fileSlam.write('%f %f %f 0 0 0 0 1\n' % (t, c.x, c.y))
fileGt.write('%f %f %f 0 0 0 0 1\n' % (t, g.x, g.y))
fileRMSE.write('%f %f\n' % (t, r))
fileSlam.close()
fileGt.close()
fileRMSE.close()
@@ -0,0 +1,71 @@
#!/usr/bin/env python
import roslib
import rospy
import os
import tf
import numpy
import evaluate_ate
from nav_msgs.msg import Odometry
from geometry_msgs.msg import Point
def callback(data):
global slamPoses
global gtPoses
global stamps
global listener
global rmse
global lastTime
if rospy.get_time() - lastTime < 1:
return
lastTime = rospy.get_time()
t = rospy.Time(data.header.stamp.secs, data.header.stamp.nsecs)
try:
listener.waitForTransform(fixedFrame, baseFrame, t, rospy.Duration(0.2))
(trans,rot) = listener.lookupTransform(fixedFrame, baseFrame, t)
gtPoses.append(Point(trans[0], trans[1], 0))
stamps.append(t.to_sec())
slamPoses.append(data.pose.pose.position)
first_xyz = numpy.empty([0,3])
second_xyz = numpy.empty([0,3])
for g in gtPoses:
newrow = [g.x,g.y,g.z]
first_xyz = numpy.vstack([first_xyz, newrow])
for p in slamPoses:
newrow = [p.x,p.y,p.z]
second_xyz = numpy.vstack([second_xyz, newrow])
first_xyz = numpy.matrix(first_xyz).transpose()
second_xyz = numpy.matrix(second_xyz).transpose()
rot,trans,trans_error = evaluate_ate.align(second_xyz, first_xyz)
rmse_v = numpy.sqrt(numpy.dot(trans_error,trans_error) / len(trans_error))
rmse.append(rmse_v)
print " added=" + str(len(slamPoses)) + " rmse=" + str(rmse_v)
except (tf.LookupException, tf.ConnectivityException, tf.ExtrapolationException), e:
print str(e)
if __name__ == '__main__':
rospy.init_node('sync_odom_gt', anonymous=True)
listener = tf.TransformListener()
fixedFrame = rospy.get_param('~fixed_frame_id', 'world')
baseFrame = rospy.get_param('~frame_id', 'base_link_gt')
rospy.Subscriber("icp_odom", Odometry, callback, queue_size=1)
slamPoses = []
gtPoses = []
stamps = []
rmse = []
lastTime = rospy.get_time()
rospy.spin()
fileSlam = open('slam_poses.txt','w')
fileGt = open('gt_poses.txt','w')
fileRMSE = open('rmse.txt','w')
print "slam= " + str(len(slamPoses))
print "gt= " + str(len(gtPoses))
print "stamps= " + str(len(stamps))
for c, g, t, r in zip(slamPoses, gtPoses, stamps, rmse):
fileSlam.write('%f %f %f 0 0 0 0 1\n' % (t, c.x, c.y))
fileGt.write('%f %f %f 0 0 0 0 1\n' % (t, g.x, g.y))
fileRMSE.write('%f %f\n' % (t, r))
fileSlam.close()
fileGt.close()
fileRMSE.close()
@@ -0,0 +1,54 @@
diff --git a/ethzasl_icp_mapper/launch/2D_scans/icp.yaml b/ethzasl_icp_mapper/launch/2D_scans/icp.yaml
index 67820e7..aec1839 100644
--- a/ethzasl_icp_mapper/launch/2D_scans/icp.yaml
+++ b/ethzasl_icp_mapper/launch/2D_scans/icp.yaml
@@ -1,12 +1,12 @@
matcher:
KDTreeMatcher:
- maxDist: 1.0
+ maxDist: 1
knn: 5
epsilon: 3.16
outlierFilters:
- TrimmedDistOutlierFilter:
- ratio: 0.85
+ ratio: 0.95
- SurfaceNormalOutlierFilter:
maxAngle: 0.42
@@ -25,7 +25,11 @@ transformationCheckers:
maxTranslationNorm: 5.00
inspector:
-# VTKFileInspector
+# VTKFileInspector:
+# baseFileName : debug--
+# dumpDataLinks : 1
+# dumpReading : 1
+# dumpReference : 1
NullInspector
logger:
diff --git a/libpointmatcher_ros/src/point_cloud.cpp b/libpointmatcher_ros/src/point_cloud.cpp
index b77651d..8eb1f6c 100644
--- a/libpointmatcher_ros/src/point_cloud.cpp
+++ b/libpointmatcher_ros/src/point_cloud.cpp
@@ -449,7 +449,7 @@ namespace PointMatcher_ros
try
{
listener->transformPoint(
- fixedFrame,
+ pin.header.frame_id,
rosMsg.header.stamp,
pin,
fixedFrame,
@@ -459,7 +459,7 @@ namespace PointMatcher_ros
if(addObservationDirection)
{
listener->transformPoint(
- fixedFrame,
+ s_in.header.frame_id,
curTime,
s_in,
fixedFrame,
+195
View File
@@ -0,0 +1,195 @@
#!/usr/bin/python
# Software License Agreement (BSD License)
#
# Copyright (c) 2013, Juergen Sturm, TUM
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
#
# * Redistributions of source code must retain the above copyright
# notice, this list of conditions and the following disclaimer.
# * Redistributions in binary form must reproduce the above
# copyright notice, this list of conditions and the following
# disclaimer in the documentation and/or other materials provided
# with the distribution.
# * Neither the name of TUM nor the names of its
# contributors may be used to endorse or promote products derived
# from this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
# FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
# COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
# INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
# BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
# LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
# CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
# LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
# ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
# POSSIBILITY OF SUCH DAMAGE.
#
# Requirements:
# sudo apt-get install python-argparse
"""
This script computes the absolute trajectory error from the ground truth
trajectory and the estimated trajectory.
"""
import sys
import numpy
import argparse
import associate
def align(model,data):
"""Align two trajectories using the method of Horn (closed-form).
Input:
model -- first trajectory (3xn)
data -- second trajectory (3xn)
Output:
rot -- rotation matrix (3x3)
trans -- translation vector (3x1)
trans_error -- translational error per point (1xn)
"""
numpy.set_printoptions(precision=3,suppress=True)
model_zerocentered = model - model.mean(1)
data_zerocentered = data - data.mean(1)
W = numpy.zeros( (3,3) )
for column in range(model.shape[1]):
W += numpy.outer(model_zerocentered[:,column],data_zerocentered[:,column])
U,d,Vh = numpy.linalg.linalg.svd(W.transpose())
S = numpy.matrix(numpy.identity( 3 ))
if(numpy.linalg.det(U) * numpy.linalg.det(Vh)<0):
S[2,2] = -1
rot = U*S*Vh
trans = data.mean(1) - rot * model.mean(1)
model_aligned = rot * model + trans
alignment_error = model_aligned - data
trans_error = numpy.sqrt(numpy.sum(numpy.multiply(alignment_error,alignment_error),0)).A[0]
return rot,trans,trans_error
def plot_traj(ax,stamps,traj,style,color,label):
"""
Plot a trajectory using matplotlib.
Input:
ax -- the plot
stamps -- time stamps (1xn)
traj -- trajectory (3xn)
style -- line style
color -- line color
label -- plot legend
"""
stamps.sort()
interval = numpy.median([s-t for s,t in zip(stamps[1:],stamps[:-1])])
x = []
y = []
last = stamps[0]
for i in range(len(stamps)):
if stamps[i]-last < 2*interval:
x.append(traj[i][0])
y.append(traj[i][1])
elif len(x)>0:
ax.plot(x,y,style,color=color,label=label)
label=""
x=[]
y=[]
last= stamps[i]
if len(x)>0:
ax.plot(x,y,style,color=color,label=label)
if __name__=="__main__":
# parse command line
parser = argparse.ArgumentParser(description='''
This script computes the absolute trajectory error from the ground truth trajectory and the estimated trajectory.
''')
parser.add_argument('first_file', help='ground truth trajectory (format: timestamp tx ty tz qx qy qz qw)')
parser.add_argument('second_file', help='estimated trajectory (format: timestamp tx ty tz qx qy qz qw)')
parser.add_argument('--offset', help='time offset added to the timestamps of the second file (default: 0.0)',default=0.0)
parser.add_argument('--scale', help='scaling factor for the second trajectory (default: 1.0)',default=1.0)
parser.add_argument('--max_difference', help='maximally allowed time difference for matching entries (default: 0.02)',default=0.02)
parser.add_argument('--save', help='save aligned second trajectory to disk (format: stamp2 x2 y2 z2)')
parser.add_argument('--save_associations', help='save associated first and aligned second trajectory to disk (format: stamp1 x1 y1 z1 stamp2 x2 y2 z2)')
parser.add_argument('--plot', help='plot the first and the aligned second trajectory to an image (format: png)')
parser.add_argument('--verbose', help='print all evaluation data (otherwise, only the RMSE absolute translational error in meters after alignment will be printed)', action='store_true')
args = parser.parse_args()
first_list = associate.read_file_list(args.first_file)
second_list = associate.read_file_list(args.second_file)
matches = associate.associate(first_list, second_list,float(args.offset),float(args.max_difference))
if len(matches)<2:
sys.exit("Couldn't find matching timestamp pairs between groundtruth and estimated trajectory! Did you choose the correct sequence?")
first_xyz = numpy.matrix([[float(value) for value in first_list[a][0:3]] for a,b in matches]).transpose()
second_xyz = numpy.matrix([[float(value)*float(args.scale) for value in second_list[b][0:3]] for a,b in matches]).transpose()
rot,trans,trans_error = align(second_xyz,first_xyz)
second_xyz_aligned = rot * second_xyz + trans
first_stamps = first_list.keys()
first_stamps.sort()
first_xyz_full = numpy.matrix([[float(value) for value in first_list[b][0:3]] for b in first_stamps]).transpose()
second_stamps = second_list.keys()
second_stamps.sort()
second_xyz_full = numpy.matrix([[float(value)*float(args.scale) for value in second_list[b][0:3]] for b in second_stamps]).transpose()
second_xyz_full_aligned = rot * second_xyz_full + trans
if args.verbose:
print "compared_pose_pairs %d pairs"%(len(trans_error))
print "absolute_translational_error.rmse %f m"%numpy.sqrt(numpy.dot(trans_error,trans_error) / len(trans_error))
print "absolute_translational_error.mean %f m"%numpy.mean(trans_error)
print "absolute_translational_error.median %f m"%numpy.median(trans_error)
print "absolute_translational_error.std %f m"%numpy.std(trans_error)
print "absolute_translational_error.min %f m"%numpy.min(trans_error)
print "absolute_translational_error.max %f m"%numpy.max(trans_error)
else:
print "%f"%numpy.sqrt(numpy.dot(trans_error,trans_error) / len(trans_error))
if args.save_associations:
file = open(args.save_associations,"w")
file.write("\n".join(["%f %f %f %f %f %f %f %f"%(a,x1,y1,z1,b,x2,y2,z2) for (a,b),(x1,y1,z1),(x2,y2,z2) in zip(matches,first_xyz.transpose().A,second_xyz_aligned.transpose().A)]))
file.close()
if args.save:
file = open(args.save,"w")
file.write("\n".join(["%f "%stamp+" ".join(["%f"%d for d in line]) for stamp,line in zip(second_stamps,second_xyz_full_aligned.transpose().A)]))
file.close()
if args.plot:
import matplotlib
matplotlib.use('Agg')
import matplotlib.pyplot as plt
import matplotlib.pylab as pylab
from matplotlib.patches import Ellipse
fig = plt.figure()
ax = fig.add_subplot(111)
plot_traj(ax,first_stamps,first_xyz_full.transpose().A,'-',"black","ground truth")
plot_traj(ax,second_stamps,second_xyz_full_aligned.transpose().A,'-',"blue","estimated")
#label="difference"
#for (a,b),(x1,y1,z1),(x2,y2,z2) in zip(matches,first_xyz.transpose().A,second_xyz_aligned.transpose().A):
# ax.plot([x1,x2],[y1,y2],'-',color="red",label=label)
# label=""
ax.legend()
ax.set_xlabel('x [m]')
ax.set_ylabel('y [m]')
plt.savefig(args.plot,dpi=300, format='pdf')
+16
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@@ -0,0 +1,16 @@
import rosbag
import tf
import sys
from tf.msg import tfMessage
if len(sys.argv) < 2:
print 'Usage: $ python extract_rgbd.py "2012-01-25-12-14-25"'
sys.exit(0)
bagName = sys.argv[1]
with rosbag.Bag(bagName + '_rgbd.bag', 'w') as outbag:
print 'Processing ' + bagName + '.bag...'
for topic, msg, t in rosbag.Bag(bagName + '.bag').read_messages():
if topic == "/tf" or topic == "/camera/depth/image_raw" or topic == "/camera/rgb/camera_info" or topic == "/camera/rgb/image_raw":
outbag.write(topic, msg, t)
print 'Output: ' + bagName + '_out.bag'
+21
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@@ -0,0 +1,21 @@
import rosbag
import tf
import sys
from tf.msg import tfMessage
if len(sys.argv) < 2:
print 'Usage: $ python extract_scans.py "2012-01-25-12-14-25"'
sys.exit(0)
bagName = sys.argv[1]
with rosbag.Bag(bagName + '_scans.bag', 'w') as outbag:
print 'Processing ' + bagName + '.bag...'
for topic, msg, t in rosbag.Bag(bagName + '.bag').read_messages():
if topic == "/tf":
outbag.write(topic, msg, t)
elif topic == "/base_scan":
outbag.write(topic, msg, t)
elif topic == "/robot_pose_ekf/odom_combined":
outbag.write(topic, msg, t)
print 'Output: ' + bagName + '_out.bag'
+37
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@@ -0,0 +1,37 @@
import rosbag
import tf
import sys
from tf.msg import tfMessage
if len(sys.argv) < 2:
print 'Usage: $ python extract_stereo.py "2012-01-25-12-14-25"'
sys.exit(0)
bagName = sys.argv[1]
with rosbag.Bag(bagName + '_stereo.bag', 'w') as outbag:
print 'Processing ' + bagName + '.bag...'
leftCamInfoStatus = True
leftImageStatus = True
rightCamInfoStatus = True
rightImageStatus = True
for topic, msg, t in rosbag.Bag(bagName + '.bag').read_messages():
if topic == "/tf":
outbag.write(topic, msg, t)
elif topic == "/wide_stereo/left/camera_info":
if leftCamInfoStatus:
outbag.write(topic, msg, t)
leftCamInfoStatus = not leftCamInfoStatus
elif topic == "/wide_stereo/right/camera_info":
if rightCamInfoStatus:
outbag.write(topic, msg, t)
rightCamInfoStatus = not rightCamInfoStatus
elif topic == "/wide_stereo/left/image_raw":
if leftImageStatus:
outbag.write(topic, msg, t)
leftImageStatus = not leftImageStatus
elif topic == "/wide_stereo/right/image_raw":
if rightImageStatus:
outbag.write(topic, msg, t)
rightImageStatus = not rightImageStatus
print 'Output: ' + bagName + '_out.bag'
+16
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@@ -0,0 +1,16 @@
import rosbag
from tf.msg import tfMessage
with rosbag.Bag('2012-01-25-12-33-29_scans-noodom.bag', 'w') as outbag:
for topic, msg, t in rosbag.Bag('2012-01-25-12-33-29_scans.bag').read_messages():
if topic == "/tf" and msg.transforms:
newList = [];
for m in msg.transforms:
if m.header.frame_id != "/odom_combined":
newList.append(m)
else:
print 'odom frame removed!'
if len(newList)>0:
msg.transforms = newList
outbag.write(topic, msg, t)
else:
outbag.write(topic, msg, t)
+16
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@@ -0,0 +1,16 @@
import rosbag
from tf.msg import tfMessage
with rosbag.Bag('2012-01-25-12-14-25-noOdomCombined.bag', 'w') as outbag:
for topic, msg, t in rosbag.Bag('2012-01-25-12-14-25.bag').read_messages():
if topic == "/tf" and msg.transforms:
newList = [];
for m in msg.transforms:
if m.header.frame_id != "odom_combined":
newList.append(m)
else:
print 'map frame removed!'
if len(newList)>0:
msg.transforms = newList
outbag.write(topic, msg, t)
else:
outbag.write(topic, msg, t)
+71
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@@ -0,0 +1,71 @@
#!/usr/bin/env python
import roslib
import rospy
import os
import tf
import numpy
if __name__ == '__main__':
rospy.init_node('groundtruth_tf_broadcaster')
fixedFrame = rospy.get_param('~fixed_frame_id', 'world')
baseFrame = rospy.get_param('~frame_id', 'base_link_gt')
offset_time = rospy.get_param('~offset_time', 0.0)
offset_x = rospy.get_param('~offset_x', 0.0)
offset_y = rospy.get_param('~offset_y', 0.0)
offset_theta = rospy.get_param('~offset_theta', 0.0)
gtFile = rospy.get_param('~file', 'groundtruth.txt')
gtFile = os.path.expanduser(gtFile)
br = tf.TransformBroadcaster()
init_x = 0
init_y = 0
init = False
# assuming format "timestamp,x,y,theta"
for line in open(gtFile,'r'):
mylist = line.split(',')
if len(mylist) == 4 and not rospy.is_shutdown():
stamp = float(int(mylist[0]))/1000000.0 + offset_time
x = float(mylist[1])
y = float(mylist[2])
theta = float(mylist[3])
if not init:
init_x = x
init_y = y
init = True
x -= init_x
y -= init_y
trans1_mat = tf.transformations.translation_matrix((x, y, 0))
rot1_mat = tf.transformations.quaternion_matrix(tf.transformations.quaternion_from_euler(0, 0, theta))
mat1 = numpy.dot(trans1_mat, rot1_mat)
trans2_mat = tf.transformations.translation_matrix((offset_x, offset_y, 0))
rot2_mat = tf.transformations.quaternion_matrix(tf.transformations.quaternion_from_euler(0, 0, offset_theta))
mat2 = numpy.dot(trans2_mat, rot2_mat)
mat3 = numpy.dot(mat1, mat2)
trans3 = tf.transformations.translation_from_matrix(mat3)
rot3 = tf.transformations.quaternion_from_matrix(mat3)
#print(mat1)
#print(mat2)
#print(mat3)
now = rospy.get_time()
while not rospy.is_shutdown() and now < stamp:
delay = stamp - now
if delay > 0.05:
delay = 0.05
rospy.sleep(delay)
now = rospy.get_time()
if not rospy.is_shutdown():
br.sendTransform(trans3,
rot3,
rospy.Time.from_sec(stamp),
baseFrame,
fixedFrame)
else:
break
+103
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@@ -0,0 +1,103 @@
// icp_odometry with guess from odom_combined frame
$ roslaunch rtabmap_ros rtabmap.launch args:="-d --Rtabmap/PublishRAMUsage true --Reg/Force3DoF true --Reg/Strategy 1 --RGBD/ProximityPathMaxNeighbors 10 --RGBD/ProximityPathFilteringRadius 1 --RGBD/ProximityByTime false --Mem/STMSize 30 --Mem/LaserScanVoxelSize 0.05 --Icp/VoxelSize 0.0 --Mem/LaserScanNormalK 5 --Mem/LaserScanNormalRadius 1 --Icp/Epsilon 0.001 --Icp/MaxTranslation 0.5 --RGBD/OptimizeMaxError 1 --Icp/PointToPlane true --Icp/CorrespondenceRatio 0.10 --Icp/PMOutlierRatio 0.95 --Mem/BinDataKept true --Grid/RangeMax 0 --Kp/DetectorStrategy 0 --Kp/MaxFeatures 200 --SURF/HessianThreshold 100 --Vis/MaxFeatures 500 --Mem/UseOdomFeatures false" odom_args:="--Icp/VoxelSize 0.05 --Icp/PointToPlaneRadius 1 --Odom/GuessMotion true --Odom/Strategy 0" rgbd_sync:=true subscribe_scan:=true frame_id:=base_footprint ground_truth_frame_id:=world ground_truth_base_frame_id:=scan_gt use_sim_time:=true visual_odometry:=false odom_guess_frame_id:=odom_combined odom_guess_min_translation:=0.1 odom_guess_min_rotation:=0.1 odom_topic:=odom icp_odometry:=true database_path:=/media/mathieu/5B60E7B25BDFCB79/bags/rtabmap.db
// proximity space short range
scan_topic:=/base_scan_t_filtered
// proximity space longer range
scan_topic:=/base_scan_t
// RGB-D back-end
rgb_topic:=/camera/rgb/image_raw depth_topic:=/camera/depth/image_raw camera_info_topic:=/camera/rgb/camera_info
// Stereo back-end
stereo:=true stereo_namespace:=/wide_stereo left_camera_info_topic:=/wide_stereo/left/camera_info right_camera_info_topic:=/wide_stereo/right/camera_info_scaled approx_rgbd_sync:=false approx_sync:=true
// odometry
odom_frame_id:="odom_combined" odom_tf_angular_variance:=0.0001 odom_tf_linear_variance:=0.0001 icp_odometry:=false
// disable loop closure detection
--Kp/MaxFeatures -1
//neighbor link refine
--RGBD/NeighborLinkRefining true --RGBD/OptimizeMaxError 1.5
// odom frame to frame
--Odom/Strategy 1
$ rosparam load scan_filter.yaml scan_to_scan_filter_chain
$ rosrun laser_filters scan_to_scan_filter_chain scan:=/base_scan_t scan_filtered:=/base_scan_t_filtered
$ ./republish_scan.py _offset:=82.2
//stereo
$ ./republish_camera_info.py camera_info_in:=/wide_stereo/right/camera_info camera_info_out:=/wide_stereo/right/camera_info_scaled
$ export ROS_NAMESPACE=wide_stereo
$ rosrun stereo_image_proc stereo_image_proc left/image_raw:=left/image_raw right/image_raw:=right/image_raw left/camera_info:=left/camera_info right/camera_info:=right/camera_info_scaled
$ ./gt_tf_broadcaster.py _file:=./stata-mit/2012-01-25-12-14-25_part1_floor2.gt.laser.poses _frame_id:=scan_gt _fixed_frame_id:=world _offset_time:=82.2 _offset_x:=-0.275
// or
// To make ground truth matching dataset 2012-01-25-12-14-25.bag (transform is found by exporting scans according to ground truth for each sequence, then use pcl_icp)
// xyz=0.006236,-0.351500,0.000000 rpy=0.000000,0.000000,-0.017832
// old -0.00273873 -0.38818 0 0 0 0
$ rosrun tf static_transform_publisher 0.006236 -0.351500 0 -0.017832 0 0 world world_offset 100
$ ./gt_tf_broadcaster.py _file:=./stata-mit/2012-01-25-12-33-29_part1_floor2.gt.laser.poses _frame_id:=scan_gt _fixed_frame_id:=world_offset _offset_time:=82.2 _offset_x:=-0.275
// otherwise
$ ./gt_tf_broadcaster.py _file:=./stata-mit/2012-01-25-12-33-29_part1_floor2.gt.laser.poses _frame_id:=scan_gt _fixed_frame_id:=world _offset_time:=82.2 _offset_x:=-0.275
// rtabmap
$ ./sync_path_gt.py _frame_id:=scan_gt mapPath:=/rtabmap/mapPath
$ rostopic hz /rtabmap/grid_map
$ rosbag play --clock --pause ./stata-mit/2012-01-25-12-14-25.bag
// or
$ rosbag play --clock --pause ./stata-mit/2012-01-25-12-33-29.bag
//copy results (assuming we are in bags directory)
$ cp rtabmap.db gt_poses.txt rmse.txt slam_poses.txt ../results/stata_mit/2012-01-25-12-14-25/rtabmap
//or
$ cp rtabmap.db gt_poses.txt rmse.txt slam_poses.txt ../results/stata_mit/2012-01-25-12-33-29/rtabmap
/// OTHER SCAN LIDAR SLAM
$ roscore
$ rosparam set use_sim_time true
$ ./republish_scan.py _offset:=82.2
//2012-01-25-12-14-25
$ rosbag play --clock --pause ./stata-mit/2012-01-25-12-14-25.bag
./gt_tf_broadcaster.py _file:=./stata-mit/2012-01-25-12-14-25_part1_floor2.gt.laser.poses _frame_id:=scan_gt _fixed_frame_id:=world _offset_time:=82.2 _offset_x:=-0.275
//2012-01-25-12-33-29
$ rosbag play --clock --pause ./stata-mit/2012-01-25-12-33-29.bag
$ ./gt_tf_broadcaster.py _file:=./stata-mit/2012-01-25-12-33-29_part1_floor2.gt.laser.poses _frame_id:=scan_gt _fixed_frame_id:=world _offset_time:=82.2 _offset_x:=-0.275
// for short-lidar
$ rosparam load scan_filter.yaml scan_to_scan_filter_chain
$ rosrun laser_filters scan_to_scan_filter_chain scan:=/base_scan_t scan_filtered:=/base_scan_t_filtered
// for fake lidar kinect
$ rosrun depthimage_to_laserscan depthimage_to_laserscan image:=/camera/depth/image_raw camera_info:=/camera/rgb/camera_info scan:=/camera_scan _output_frame_id:=openni_rgb_frame _range_max:=6
// gmapping
$ rosrun gmapping slam_gmapping scan:=base_scan_t _odom_frame:=odom_combined _particles:=100 _base_frame:=base_footprint
$ ./sync_path_gt.py _frame_id:=scan_gt
// hector_slam
$ rosrun hector_mapping hector_mapping _pub_map_odom_transform:=true _map_frame:=map _base_frame:=base_footprint _odom_frame:=odom_combined scan:=/base_scan_t _map_size:=4096
$ ./sync_path_gt.py _frame_id:=scan_gt mapPath:=trajectory
$ roslaunch hector_geotiff geotiff_mapper.launch trajectory_source_frame_name:=base_footprint
// etchzasl_icp_mapper (in Mapper::gotScan(), change odomFrame to scanMsgIn.header.frame_id... OR in libpointmatcher_ros/pointcloud.cpp, change in rosMsgToPointMatcherCloud() the target_frame of transformPoint() to point's frame_id)
// Remove _offset_x:=-0.275 from gt_tf_broadcaster.py above
$ rosrun ethzasl_icp_mapper mapper scan:=/base_scan_t _odom_frame:=/odom_combined _map_frame:=map _subscribe_scan:=true _subscribe_cloud:=false _minMapPointCount:=1000 _minReadingPointCount:=150 _icpConfig:="/home/mathieu/catkin_ws/src/ethzasl_icp_mapping/ethzasl_icp_mapper/launch/2D_scans/icp.yaml" _inputFiltersConfig:="/home/mathieu/catkin_ws/src/ethzasl_icp_mapping/ethzasl_icp_mapper/launch/2D_scans/input_filters.yaml" _mapPostFiltersConfig:="/home/mathieu/catkin_ws/src/ethzasl_icp_mapping/ethzasl_icp_mapper/launch/2D_scans/map_post_filters.yaml" _minOverlap:=0.5
$ rosrun ethzasl_icp_mapper occupancy_grid_builder scan:=/base_scan_t
$ ./ethzasl_icp_mapper_sync_gt.py _frame_id:=scan_gt
// cartographer (markers time may be slightly off as they are not updated at the sime time than scan)
$ ./pose_to_odom.py
$ roslaunch cartographer.launch bag_filename:=/home/mathieu/bags/2012-01-25-12-33-29.bag
$ ./cartographer_sync_markers_gt.py _frame_id:=scan_gt
// karto (don't use graph as markers, but GetAllProcessedScans with GetCorrectedPose for each scan pose, then set time of marker to last scan)
$ rosrun slam_karto slam_karto _base_frame:=base_footprint _odom_frame:=odom_combined scan:=/base_scan_t _map_update_interval:=1
$ ./slam_karto_sync_markers_gt.py _frame_id:=scan_gt mapPath:=/rtabmap/mapPath
// mrpt_graphslam_2d (add scan_topic and odom_topic arguments to launch, don't play with odom_ombined tf)
$ roslaunch mrpt_graphslam_2d graphslam.launch scan_topic:=base_scan_t odom_topic:=odom_combined base_link_frame_ID:=base_footprint odometry_frame_ID:=/odom_combined start_rviz:=true
$ ./pose_to_odom.py
$ ./sync_path_gt.py _frame_id:=scan_gt mapPath:=/feedback/robot_trajectory
+31
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@@ -0,0 +1,31 @@
// rgbd_odometry
$ roslaunch rtabmap_ros rtabmap.launch args:="-d --Rtabmap/PublishRAMUsage true --Rtabmap/StartNewMapOnLoopClosure true --Reg/Force3DoF false --RGBD/ProximityPathMaxNeighbors 0 --Mem/STMSize 15 --Mem/BinDataKept false --Kp/FlannRebalancingFactor 1.0 --RGBD/LinearUpdate 0 --RGBD/ProximityBySpace true --RGBD/OptimizeMaxError 0.5 --FAST/Threshold 7" odom_args:="--Odom/Strategy 0 --Vis/CorType 0 --Odom/KeyFrameThr 0.3 --OdomF2M/MaxSize 2000 --OdomORBSLAM2/VocPath /home/mathieu/workspace/ORB_SLAM2/Vocabulary/ORBvoc.txt --OdomORBSLAM2/Fps 15" rgbd_sync:=true depth_scale:=1.043 frame_id:=base_footprint ground_truth_frame_id:=world ground_truth_base_frame_id:=scan_gt use_sim_time:=true odom_topic:=odom rgb_topic:=/camera/rgb/image_raw_throttle depth_topic:=/camera/depth/image_raw_throttle camera_info_topic:=/camera/rgb/camera_info_throttle approx_sync:=false database_path:=/media/mathieu/5B60E7B25BDFCB79/bags/rtabmap.db odom_guess_frame_id:=odom_combined
// use wheel odom
odom_frame_id:=odom_combined odom_tf_angular_variance:=0.0001 odom_tf_linear_variance:=0.0001 visual_odometry:=false
// flow
--Vis/CorType 1 --Odom/KeyFrameThr 0.6 --Vis/BundleAdjustment 0
// robot_localization
odom_topic:=/odometry/filtered visual_odometry:=false approx_sync:=true
$ roslaunch sensor_fusion.launch odom_args:="--Odom/Strategy 0 --Vis/CorType 0 --Odom/KeyFrameThr 0.3 --OdomF2M/MaxSize 2000 --OdomORBSLAM2/VocPath /home/mathieu/workspace/ORB_SLAM2/Vocabulary/ORBvoc.txt --OdomORBSLAM2/Fps 15 --FAST/Threshold 7" rgbd_image_topic:=/rtabmap/rgbd_image frame_id:=base_footprint imu_topic:=/torso_lift_imu/data wheelodom_topic:=/base_odometry/odom
$ ./gt_tf_broadcaster.py _file:=./stata-mit/2012-01-25-12-14-25_part1_floor2.gt.laser.poses _frame_id:=scan_gt _fixed_frame_id:=world _offset_time:=82.2 _offset_x:=-0.275
// or
// To make ground truth matching dataset 2012-01-25-12-14-25.bag (offset found with pcl_icp2d between end of first bag and begin of second bag)
$ rosrun tf static_transform_publisher -0.00273873 -0.38818 0 0 0 0 world world_offset 100
$ ./gt_tf_broadcaster.py _file:=./stata-mit/2012-01-25-12-33-29_part1_floor2.gt.laser.poses _frame_id:=scan_gt _fixed_frame_id:=world_offset _offset_time:=82.2 _offset_x:=-0.275
// otherwise
$ ./gt_tf_broadcaster.py _file:=./stata-mit/2012-01-25-12-33-29_part1_floor2.gt.laser.poses _frame_id:=scan_gt _fixed_frame_id:=world _offset_time:=82.2 _offset_x:=-0.275
$ ./sync_path_gt.py _frame_id:=scan_gt mapPath:=/rtabmap/mapPath
$ rostopic hz /rtabmap/grid_map
$ rosbag play --clock --pause ./stata-mit/2012-01-25-12-14-25_rgbd.bag
// or
$ rosbag play --clock --pause ./stata-mit/2012-01-25-12-33-29_rgbd.bag
//copy results (assuming we are in bags directory)
$ cp rtabmap.db gt_poses.txt rmse.txt slam_poses.txt ../results/stata_mit/2012-01-25-12-14-25/rtabmap/rgbd
//or
$ cp rtabmap.db gt_poses.txt rmse.txt slam_poses.txt ../results/stata_mit/2012-01-25-12-33-29/rtabmap/rgbd
+34
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@@ -0,0 +1,34 @@
// stereo_odometry
$ roslaunch rtabmap_ros rtabmap.launch args:="-d --Rtabmap/PublishRAMUsage true --Rtabmap/StartNewMapOnLoopClosure true --Reg/Force3DoF false --RGBD/ProximityPathMaxNeighbors 0 --Mem/STMSize 15 --Mem/BinDataKept false --Kp/FlannRebalancingFactor 1.0 --RGBD/LinearUpdate 0 --RGBD/ProximityBySpace true --Odom/KeyFrameThr 0.3 --Odom/Strategy 0 --OdomF2M/MaxSize 2000 --RGBD/OptimizeMaxError 0.5 --OdomORBSLAM2/VocPath /home/mathieu/workspace/ORB_SLAM2/Vocabulary/ORBvoc.txt --OdomORBSLAM2/Fps 15 --FAST/Threshold 7" odom_args:="--Vis/CorType 0" frame_id:=base_footprint ground_truth_frame_id:=world ground_truth_base_frame_id:=scan_gt use_sim_time:=true stereo:=true stereo_namespace:=/wide_stereo left_camera_info_topic:=/wide_stereo/left/camera_info_throttle right_camera_info_topic:=/wide_stereo/right/camera_info_scaled odom_topic:=odom approx_sync:=false database_path:=/media/mathieu/5B60E7B25BDFCB79/bags/rtabmap.db odom_guess_frame_id:=odom_combined
// with wheel odom
odom_frame_id:=odom_combined odom_tf_angular_variance:=0.0001 odom_tf_linear_variance:=0.0001 visual_odometry:=false
// flow
--Vis/CorType 1 --Odom/KeyFrameThr 0.6
$ ./republish_camera_info.py camera_info_in:=/wide_stereo/right/camera_info_throttle camera_info_out:=/wide_stereo/right/camera_info_scaled
$ export ROS_NAMESPACE=wide_stereo
$ rosrun stereo_image_proc stereo_image_proc left/image_raw:=left/image_raw_throttle right/image_raw:=right/image_raw_throttle left/camera_info:=left/camera_info_throttle right/camera_info:=right/camera_info_scaled
<node if="$(arg gen_depth)" pkg="nodelet" type="nodelet" name="disparity2depth" args="standalone rtabmap_ros/disparity_to_depth"/>
$ ./gt_tf_broadcaster.py _file:=./stata-mit/2012-01-25-12-14-25_part1_floor2.gt.laser.poses _frame_id:=scan_gt _fixed_frame_id:=world _offset_time:=82.2 _offset_x:=-0.275
// or
// To make ground truth matching dataset 2012-01-25-12-14-25.bag (offset found with pcl_icp2d between end of first bag and begin of second bag)
$ rosrun tf static_transform_publisher -0.00273873 -0.38818 0 0 0 0 world world_offset 100
$ ./gt_tf_broadcaster.py _file:=./stata-mit/2012-01-25-12-33-29_part1_floor2.gt.laser.poses _frame_id:=scan_gt _fixed_frame_id:=world_offset _offset_time:=82.2 _offset_x:=-0.275
// otherwise
$ ./gt_tf_broadcaster.py _file:=./stata-mit/2012-01-25-12-33-29_part1_floor2.gt.laser.poses _frame_id:=scan_gt _fixed_frame_id:=world _offset_time:=82.2 _offset_x:=-0.275
$ ./sync_path_gt.py _frame_id:=scan_gt mapPath:=/rtabmap/mapPath
$ rostopic hz /rtabmap/grid_map
$ rosbag play --clock --pause ./stata-mit/2012-01-25-12-14-25_stereo.bag
// or
$ rosbag play --clock --pause ./stata-mit/2012-01-25-12-33-29_stereo.bag
//copy results (assuming we are in bags directory)
$ cp rtabmap.db gt_poses.txt rmse.txt slam_poses.txt ../results/stata_mit/2012-01-25-12-14-25/rtabmap/stereo
//or
$ cp rtabmap.db gt_poses.txt rmse.txt slam_poses.txt ../results/stata_mit/2012-01-25-12-33-29/rtabmap/stereo
+18
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@@ -0,0 +1,18 @@
#!/usr/bin/env python
import rospy
from geometry_msgs.msg import PoseWithCovarianceStamped
from nav_msgs.msg import Odometry
def callback(data):
odom = Odometry()
odom.header = data.header
odom.child_frame_id = child_frame_id
odom.pose = data.pose
pub.publish(odom)
if __name__ == '__main__':
rospy.init_node('pose_to_odom', anonymous=True)
pub = rospy.Publisher('odom_combined', Odometry, queue_size=1)
child_frame_id = rospy.get_param('~child_frame_id', "base_footprint")
rospy.Subscriber("/robot_pose_ekf/odom_combined", PoseWithCovarianceStamped, callback)
rospy.spin()
+46
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@@ -0,0 +1,46 @@
-- Copyright 2016 The Cartographer Authors
--
-- Licensed under the Apache License, Version 2.0 (the "License");
-- you may not use this file except in compliance with the License.
-- You may obtain a copy of the License at
--
-- http://www.apache.org/licenses/LICENSE-2.0
--
-- Unless required by applicable law or agreed to in writing, software
-- distributed under the License is distributed on an "AS IS" BASIS,
-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-- See the License for the specific language governing permissions and
-- limitations under the License.
include "map_builder.lua"
include "trajectory_builder.lua"
options = {
map_builder = MAP_BUILDER,
trajectory_builder = TRAJECTORY_BUILDER,
map_frame = "map",
tracking_frame = "base_footprint",
published_frame = "base_footprint",
odom_frame = "odom",
provide_odom_frame = false,
use_odometry = true,
num_laser_scans = 1,
num_multi_echo_laser_scans = 0,
num_subdivisions_per_laser_scan = 1,
num_point_clouds = 0,
lookup_transform_timeout_sec = 0.2,
submap_publish_period_sec = 0.3,
pose_publish_period_sec = 5e-3,
trajectory_publish_period_sec = 30e-3,
}
MAP_BUILDER.use_trajectory_builder_2d = true
TRAJECTORY_BUILDER_2D.use_online_correlative_scan_matching = true
TRAJECTORY_BUILDER_2D.use_imu_data = false
TRAJECTORY_BUILDER_2D.real_time_correlative_scan_matcher.linear_search_window = 0.15
TRAJECTORY_BUILDER_2D.real_time_correlative_scan_matcher.angular_search_window = math.rad(35.)
SPARSE_POSE_GRAPH.optimization_problem.huber_scale = 1e2
return options
+16
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@@ -0,0 +1,16 @@
#!/usr/bin/env python
import rospy
from sensor_msgs.msg import CameraInfo
def callback(data):
P = list(data.P);
P[3] = P[3] * scale
data.P = tuple(P);
pub.publish(data)
if __name__ == '__main__':
rospy.init_node('republish_camera_info', anonymous=True)
pub = rospy.Publisher('camera_info_out', CameraInfo, queue_size=1)
scale = rospy.get_param('~scale', 1.091664)
rospy.Subscriber("camera_info_in", CameraInfo, callback)
rospy.spin()
+16
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@@ -0,0 +1,16 @@
#!/usr/bin/env python
import rospy
from sensor_msgs.msg import LaserScan
def callback(data):
t = rospy.Time(data.header.stamp.secs, data.header.stamp.nsecs)
t+=rospy.Duration.from_sec(offset)
data.header.stamp = t
pub.publish(data)
if __name__ == '__main__':
rospy.init_node('republish_scan', anonymous=True)
pub = rospy.Publisher('base_scan_t', LaserScan, queue_size=1)
offset = rospy.get_param('~offset', 0.0)
rospy.Subscriber("base_scan", LaserScan, callback)
rospy.spin()
+6
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@@ -0,0 +1,6 @@
scan_filter_chain:
- name: range
type: LaserScanRangeFilter
params:
lower_threshold: 0
upper_threshold: 5.6
@@ -0,0 +1,127 @@
diff --git a/gmapping/src/slam_gmapping.cpp b/gmapping/src/slam_gmapping.cpp
index bd9977c..b4f9382 100644
--- a/gmapping/src/slam_gmapping.cpp
+++ b/gmapping/src/slam_gmapping.cpp
@@ -114,6 +114,7 @@ Initial map dimensions and resolution:
#include "ros/ros.h"
#include "ros/console.h"
#include "nav_msgs/MapMetaData.h"
+#include <nav_msgs/Path.h>
#include "gmapping/sensor/sensor_range/rangesensor.h"
#include "gmapping/sensor/sensor_odometry/odometrysensor.h"
@@ -258,6 +259,7 @@ void SlamGMapping::startLiveSlam()
entropy_publisher_ = private_nh_.advertise<std_msgs::Float64>("entropy", 1, true);
sst_ = node_.advertise<nav_msgs::OccupancyGrid>("map", 1, true);
sstm_ = node_.advertise<nav_msgs::MapMetaData>("map_metadata", 1, true);
+ pathPub_ = node_.advertise<nav_msgs::Path>("mapPath", 1, true);
ss_ = node_.advertiseService("dynamic_map", &SlamGMapping::mapCallback, this);
scan_filter_sub_ = new message_filters::Subscriber<sensor_msgs::LaserScan>(node_, "scan", 5);
scan_filter_ = new tf::MessageFilter<sensor_msgs::LaserScan>(*scan_filter_sub_, tf_, odom_frame_, 5);
@@ -273,6 +275,7 @@ void SlamGMapping::startReplay(const std::string & bag_fname, std::string scan_t
entropy_publisher_ = private_nh_.advertise<std_msgs::Float64>("entropy", 1, true);
sst_ = node_.advertise<nav_msgs::OccupancyGrid>("map", 1, true);
sstm_ = node_.advertise<nav_msgs::MapMetaData>("map_metadata", 1, true);
+ pathPub_ = node_.advertise<nav_msgs::Path>("map_path", 1, true);
ss_ = node_.advertiseService("dynamic_map", &SlamGMapping::mapCallback, this);
rosbag::Bag bag;
@@ -410,6 +413,18 @@ SlamGMapping::initMapper(const sensor_msgs::LaserScan& scan)
return false;
}
+ try
+ {
+ tf_.lookupTransform(laser_frame_, base_frame_, scan.header.stamp, scan_to_base_);
+ scan_to_base_.getOrigin().m_floats[2] = 0;
+ }
+ catch(tf::TransformException e)
+ {
+ ROS_WARN("Failed to compute laser pose, aborting initialization (%s)",
+ e.what());
+ return false;
+ }
+
// create a point 1m above the laser position and transform it into the laser-frame
tf::Vector3 v;
v.setValue(0, 0, 1 + laser_pose.getOrigin().z());
@@ -617,6 +632,8 @@ SlamGMapping::laserCallback(const sensor_msgs::LaserScan::ConstPtr& scan)
ROS_DEBUG("scan processed");
GMapping::OrientedPoint mpose = gsp_->getParticles()[gsp_->getBestParticleIndex()].pose;
+ GMapping::GridSlamProcessor::TNode * node = gsp_->getParticles()[gsp_->getBestParticleIndex()].node;
+
ROS_DEBUG("new best pose: %.3f %.3f %.3f", mpose.x, mpose.y, mpose.theta);
ROS_DEBUG("odom pose: %.3f %.3f %.3f", odom_pose.x, odom_pose.y, odom_pose.theta);
ROS_DEBUG("correction: %.3f %.3f %.3f", mpose.x - odom_pose.x, mpose.y - odom_pose.y, mpose.theta - odom_pose.theta);
@@ -699,6 +716,23 @@ SlamGMapping::updateMap(const sensor_msgs::LaserScan& scan)
delta_);
ROS_DEBUG("Trajectory tree:");
+ nav_msgs::Path path;
+ int count = 0;
+ for(GMapping::GridSlamProcessor::TNode* n = best.node;
+ n;
+ n = n->parent)
+ {
+ if(!n->reading)
+ {
+ ROS_DEBUG("Reading is NULL");
+ continue;
+ }
+ ++count;
+ }
+ path.poses.resize(count);
+ int oi = path.poses.size()-1;
+
+
for(GMapping::GridSlamProcessor::TNode* n = best.node;
n;
n = n->parent)
@@ -712,6 +746,13 @@ SlamGMapping::updateMap(const sensor_msgs::LaserScan& scan)
ROS_DEBUG("Reading is NULL");
continue;
}
+ path.poses[oi].header.frame_id = map_frame_;
+ path.poses[oi].header.stamp = ros::Time(n->reading->getTime());
+
+ tf::Transform tmp = tf::Transform(tf::createQuaternionFromRPY(0, 0, n->pose.theta), tf::Vector3(n->pose.x, n->pose.y, 0))*scan_to_base_;
+ tf::poseTFToMsg(tmp, path.poses[oi].pose);
+ --oi;
+
matcher.invalidateActiveArea();
matcher.computeActiveArea(smap, n->pose, &((*n->reading)[0]));
matcher.registerScan(smap, n->pose, &((*n->reading)[0]));
@@ -764,8 +805,11 @@ SlamGMapping::updateMap(const sensor_msgs::LaserScan& scan)
map_.map.header.stamp = ros::Time::now();
map_.map.header.frame_id = tf_.resolve( map_frame_ );
+ path.header = map_.map.header;
+
sst_.publish(map_.map);
sstm_.publish(map_.map.info);
+ pathPub_.publish(path);
}
bool
diff --git a/gmapping/src/slam_gmapping.h b/gmapping/src/slam_gmapping.h
index ae622b9..8d84645 100644
--- a/gmapping/src/slam_gmapping.h
+++ b/gmapping/src/slam_gmapping.h
@@ -53,6 +53,7 @@ class SlamGMapping
ros::Publisher entropy_publisher_;
ros::Publisher sst_;
ros::Publisher sstm_;
+ ros::Publisher pathPub_;
ros::ServiceServer ss_;
tf::TransformListener tf_;
message_filters::Subscriber<sensor_msgs::LaserScan>* scan_filter_sub_;
@@ -92,6 +93,8 @@ class SlamGMapping
std::string map_frame_;
std::string odom_frame_;
+ tf::StampedTransform scan_to_base_;
+
void updateMap(const sensor_msgs::LaserScan& scan);
bool getOdomPose(GMapping::OrientedPoint& gmap_pose, const ros::Time& t);
bool initMapper(const sensor_msgs::LaserScan& scan);
@@ -0,0 +1,118 @@
diff --git a/src/slam_karto.cpp b/src/slam_karto.cpp
index 712a9ca..0c0d885 100644
--- a/src/slam_karto.cpp
+++ b/src/slam_karto.cpp
@@ -68,7 +68,7 @@ class SlamKarto
bool updateMap();
void publishTransform();
void publishLoop(double transform_publish_period);
- void publishGraphVisualization();
+ void publishGraphVisualization(const ros::Time & stamp);
// ROS handles
ros::NodeHandle node_;
@@ -435,16 +435,22 @@ SlamKarto::getOdomPose(karto::Pose2& karto_pose, const ros::Time& t)
}
void
-SlamKarto::publishGraphVisualization()
+SlamKarto::publishGraphVisualization(const ros::Time & stamp)
{
std::vector<float> graph;
solver_->getGraph(graph);
+ std::vector<karto::LocalizedRangeScan*> scans = mapper_->GetAllProcessedScans();
+
+ if(scans.empty())
+ {
+ return;
+ }
visualization_msgs::MarkerArray marray;
visualization_msgs::Marker m;
m.header.frame_id = "map";
- m.header.stamp = ros::Time::now();
+ m.header.stamp = stamp;
m.id = 0;
m.ns = "karto";
m.type = visualization_msgs::Marker::SPHERE;
@@ -462,7 +468,7 @@ SlamKarto::publishGraphVisualization()
visualization_msgs::Marker edge;
edge.header.frame_id = "map";
- edge.header.stamp = ros::Time::now();
+ edge.header.stamp = ros::Time(scans.back()->GetTime());
edge.action = visualization_msgs::Marker::ADD;
edge.ns = "karto";
edge.id = 0;
@@ -477,14 +483,14 @@ SlamKarto::publishGraphVisualization()
m.action = visualization_msgs::Marker::ADD;
uint id = 0;
- for (uint i=0; i<graph.size()/2; i++)
+ for (uint i=0; i<scans.size(); i++)
{
m.id = id;
- m.pose.position.x = graph[2*i];
- m.pose.position.y = graph[2*i+1];
+ m.pose.position.x = scans[i]->GetCorrectedPose().GetX();
+ m.pose.position.y = scans[i]->GetCorrectedPose().GetY();
marray.markers.push_back(visualization_msgs::Marker(m));
id++;
-
+/*
if(i>0)
{
edge.points.clear();
@@ -500,15 +506,15 @@ SlamKarto::publishGraphVisualization()
marray.markers.push_back(visualization_msgs::Marker(edge));
id++;
- }
+ }*/
}
-
+/*
m.action = visualization_msgs::Marker::DELETE;
for (; id < marker_count_; id++)
{
m.id = id;
marray.markers.push_back(visualization_msgs::Marker(m));
- }
+ }*/
marker_count_ = marray.markers.size();
@@ -537,12 +543,14 @@ SlamKarto::laserCallback(const sensor_msgs::LaserScan::ConstPtr& scan)
karto::Pose2 odom_pose;
if(addScan(laser, scan, odom_pose))
{
- ROS_DEBUG("added scan at pose: %.3f %.3f %.3f",
+ ROS_INFO("added scan at pose: %.3f %.3f %.3f",
odom_pose.GetX(),
odom_pose.GetY(),
odom_pose.GetHeading());
- publishGraphVisualization();
+ publishGraphVisualization(scan->header.stamp);
+
+ ROS_INFO("published markers");
if(!got_map_ ||
(scan->header.stamp - last_map_update) > map_update_interval_)
diff --git a/src/spa_solver.cpp b/src/spa_solver.cpp
index 5d9a962..6a65211 100644
--- a/src/spa_solver.cpp
+++ b/src/spa_solver.cpp
@@ -46,9 +46,9 @@ void SpaSolver::Compute()
typedef std::vector<sba::Node2d, Eigen::aligned_allocator<sba::Node2d> > NodeVector;
- ROS_INFO("Calling doSPA for loop closure");
+ //ROS_INFO("Calling doSPA for loop closure");
m_Spa.doSPA(40);
- ROS_INFO("Finished doSPA for loop closure");
+ //ROS_INFO("Finished doSPA for loop closure");
NodeVector nodes = m_Spa.getNodes();
forEach(NodeVector, &nodes)
{
@@ -0,0 +1,83 @@
#!/usr/bin/env python
import roslib
import rospy
import os
import tf
import numpy
import evaluate_ate
from visualization_msgs.msg import MarkerArray
from geometry_msgs.msg import Point
def callback(data):
global slamPoses
global gtPoses
global stamps
global listener
global lastSize
global slamPosesInd
global rmse
point_markers = []
for m in data.markers:
if m.type==2:
point_markers.append(m)
if len(point_markers) > 0 and lastSize != len(point_markers):
t = rospy.Time(point_markers[0].header.stamp.secs, point_markers[0].header.stamp.nsecs)
try:
listener.waitForTransform(fixedFrame, baseFrame, t, rospy.Duration(0.2))
(trans,rot) = listener.lookupTransform(fixedFrame, baseFrame, t)
gtPoses.append(Point(trans[0], trans[1], 0))
stamps.append(t.to_sec())
slamPoses.append(point_markers[len(point_markers)-1].pose.position)
slamPosesInd.append(len(point_markers)-1)
first_xyz = numpy.empty([0,3])
second_xyz = numpy.empty([0,3])
for g in gtPoses:
newrow = [g.x,g.y,g.z]
first_xyz = numpy.vstack([first_xyz, newrow])
for p in slamPoses:
newrow = [p.x,p.y,p.z]
second_xyz = numpy.vstack([second_xyz, newrow])
first_xyz = numpy.matrix(first_xyz).transpose()
second_xyz = numpy.matrix(second_xyz).transpose()
rot,trans,trans_error = evaluate_ate.align(second_xyz, first_xyz)
rmse_v = numpy.sqrt(numpy.dot(trans_error,trans_error) / len(trans_error))
rmse.append(rmse_v)
print "points= " + str(len(point_markers)) + " added=" + str(len(slamPoses)) + " rmse=" + str(rmse_v)
except (tf.LookupException, tf.ConnectivityException, tf.ExtrapolationException), e:
print str(e)
if len(data.markers) > 0 and len(slamPosesInd) > 0:
j=0
for i in slamPosesInd:
slamPoses[j] = point_markers[i].pose.position
j+=1
if len(data.markers) > 0:
lastSize = len(point_markers)
if __name__ == '__main__':
rospy.init_node('sync_markers_gt', anonymous=True)
listener = tf.TransformListener()
fixedFrame = rospy.get_param('~fixed_frame_id', 'world')
baseFrame = rospy.get_param('~frame_id', 'base_link_gt')
rospy.Subscriber("visualization_marker_array", MarkerArray, callback, queue_size=1)
slamPoses = []
gtPoses = []
stamps = []
slamPosesInd = []
rmse = []
lastSize = 0
rospy.spin()
fileSlam = open('slam_poses.txt','w')
fileGt = open('gt_poses.txt','w')
fileRMSE = open('rmse.txt','w')
print "slam= " + str(len(slamPoses))
print "gt= " + str(len(gtPoses))
print "stamps= " + str(len(stamps))
for c, g, t, r in zip(slamPoses, gtPoses, stamps, rmse):
fileSlam.write('%f %f %f 0 0 0 0 1\n' % (t, c.x, c.y))
fileGt.write('%f %f %f 0 0 0 0 1\n' % (t, g.x, g.y))
fileRMSE.write('%f %f\n' % (t, r))
fileSlam.close()
fileGt.close()
fileRMSE.close()
+77
View File
@@ -0,0 +1,77 @@
#!/usr/bin/env python
import roslib
import rospy
import os
import tf
import numpy
import evaluate_ate
from nav_msgs.msg import Path
from geometry_msgs.msg import Pose
from geometry_msgs.msg import Point
def callback(data):
global slamPoses
global gtPoses
global stamps
global listener
global lastSize
global slamPosesInd
global rmse
if lastSize != len(data.poses):
t = rospy.Time(data.poses[len(data.poses)-1].header.stamp.secs, data.poses[len(data.poses)-1].header.stamp.nsecs)
try:
listener.waitForTransform(fixedFrame, baseFrame, t, rospy.Duration(0.2))
(trans,rot) = listener.lookupTransform(fixedFrame, baseFrame, t)
gtPoses.append(Pose(trans, rot))
stamps.append(t.to_sec())
slamPoses.append(data.poses[len(data.poses)-1].pose)
slamPosesInd.append(len(data.poses)-1)
first_xyz = numpy.empty([0,3])
second_xyz = numpy.empty([0,3])
for g in gtPoses:
newrow = [g.position[0],g.position[1],g.position[2]]
first_xyz = numpy.vstack([first_xyz, newrow])
for p in slamPoses:
newrow = [p.position.x,p.position.y,p.position.z]
second_xyz = numpy.vstack([second_xyz, newrow])
first_xyz = numpy.matrix(first_xyz).transpose()
second_xyz = numpy.matrix(second_xyz).transpose()
rot,trans,trans_error = evaluate_ate.align(second_xyz, first_xyz)
rmse_v = numpy.sqrt(numpy.dot(trans_error,trans_error) / len(trans_error))
rmse.append(rmse_v)
print "points= " + str(len(data.poses)) + " added=" + str(len(slamPoses)) + " rmse=" + str(rmse_v)
except (tf.LookupException, tf.ConnectivityException, tf.ExtrapolationException), e:
print str(e)
if len(data.poses) > 0 and len(slamPosesInd) > 0:
j=0
for i in slamPosesInd:
slamPoses[j] = data.poses[i].pose
j+=1
lastSize = len(data.poses)
if __name__ == '__main__':
rospy.init_node('sync_path_gt', anonymous=True)
listener = tf.TransformListener()
fixedFrame = rospy.get_param('~fixed_frame_id', 'world')
baseFrame = rospy.get_param('~frame_id', 'base_link_gt')
rospy.Subscriber("mapPath", Path, callback, queue_size=1)
slamPoses = []
gtPoses = []
stamps = []
slamPosesInd = []
rmse = []
lastSize = 0
rospy.spin()
fileSlam = open('slam_poses.txt','w')
fileGt = open('gt_poses.txt','w')
fileRMSE = open('rmse.txt','w')
print "slam= " + str(len(slamPoses))
print "gt= " + str(len(gtPoses))
print "stamps= " + str(len(stamps))
for c, g, t, r in zip(slamPoses, gtPoses, stamps, rmse):
fileSlam.write('%f %f %f 0 0 0 0 1\n' % (t, c.position.x, c.position.y))
fileGt.write('%f %f %f 0 0 0 0 1\n' % (t, g.position[0], g.position[1]))
fileRMSE.write('%f %f\n' % (t, r))
fileSlam.close()
fileGt.close()
fileRMSE.close()
+30
View File
@@ -0,0 +1,30 @@
<?xml version="1.0"?>
<launch>
<param name="use_sim_time" value="true"/>
<group ns="/wide_stereo" >
<node pkg="nodelet" type="nodelet" name="stereo_throttle" args="standalone rtabmap_ros/stereo_throttle">
<remap from="left/image" to="left/image_raw"/>
<remap from="right/image" to="right/image_raw"/>
<remap from="left/camera_info" to="left/camera_info"/>
<remap from="right/camera_info" to="right/camera_info"/>
<param name="queue_size" type="int" value="10"/>
<param name="rate" type="double" value="15"/>
</node>
</group>
<group ns="camera">
<node pkg="nodelet" type="nodelet" name="data_throttle" args="standalone rtabmap_ros/data_throttle">
<param name="rate" type="double" value="15.0"/>
<remap from="rgb/image_in" to="rgb/image_raw"/>
<remap from="depth/image_in" to="depth/image_raw"/>
<remap from="rgb/camera_info_in" to="rgb/camera_info"/>
<remap from="rgb/image_out" to="rgb/image_raw_throttle"/>
<remap from="depth/image_out" to="depth/image_raw_throttle"/>
<remap from="rgb/camera_info_out" to="rgb/camera_info_throttle"/>
</node>
</group>
</launch>
+78
View File
@@ -0,0 +1,78 @@
<?xml version="1.0"?>
<launch>
<!-- Backward compatibility launch file, use rtabmap.launch instead -->
<!-- Your RGB-D sensor should be already started with "depth_registration:=true".
Examples:
$ roslaunch freenect_launch freenect.launch depth_registration:=true
$ roslaunch openni2_launch openni2.launch depth_registration:=true -->
<!-- Choose visualization -->
<arg name="rviz" default="false" />
<arg name="rtabmapviz" default="true" />
<!-- Localization-only mode -->
<arg name="localization" default="false"/>
<!-- Corresponding config files -->
<arg name="rtabmapviz_cfg" default="~/.ros/rtabmap_gui.ini" />
<arg name="rviz_cfg" default="$(find rtabmap_ros)/launch/config/rgbd.rviz" />
<arg name="frame_id" default="camera_link"/> <!-- Fixed frame id, you may set "base_link" or "base_footprint" if they are published -->
<arg name="database_path" default="~/.ros/rtabmap.db"/>
<arg name="rtabmap_args" default=""/> <!-- delete_db_on_start, udebug -->
<arg name="launch_prefix" default=""/> <!-- for debugging purpose, it fills launch-prefix tag of the nodes -->
<arg name="approx_sync" default="true"/> <!-- if timestamps of the input topics are not synchronized -->
<arg name="rgb_topic" default="/camera/rgb/image_rect_color" />
<arg name="depth_registered_topic" default="/camera/depth_registered/image_raw" />
<arg name="camera_info_topic" default="/camera/rgb/camera_info" />
<arg name="compressed" default="false"/>
<arg name="subscribe_scan" default="false"/> <!-- Assuming 2D scan if set, rtabmap will do 3DoF mapping instead of 6DoF -->
<arg name="scan_topic" default="/scan"/>
<arg name="subscribe_scan_cloud" default="false"/> <!-- Assuming 3D scan if set -->
<arg name="scan_cloud_topic" default="/scan_cloud"/>
<arg name="visual_odometry" default="true"/> <!-- Generate visual odometry -->
<arg name="odom_topic" default="/odom"/> <!-- Odometry topic used if visual_odometry is false -->
<arg name="odom_frame_id" default=""/> <!-- If set, TF is used to get odometry instead of the topic -->
<arg name="namespace" default="rtabmap"/>
<arg name="wait_for_transform" default="0.2"/>
<include file="$(find rtabmap_ros)/launch/rtabmap.launch">
<arg name="rtabmapviz" value="$(arg rtabmapviz)" />
<arg name="rviz" value="$(arg rviz)" />
<arg name="localization" value="$(arg localization)"/>
<arg name="gui_cfg" value="$(arg rtabmapviz_cfg)" />
<arg name="rviz_cfg" value="$(arg rviz_cfg)" />
<arg name="frame_id" value="$(arg frame_id)"/>
<arg name="namespace" value="$(arg namespace)"/>
<arg name="database_path" value="$(arg database_path)"/>
<arg name="wait_for_transform" value="$(arg wait_for_transform)"/>
<arg name="rtabmap_args" value="$(arg rtabmap_args)"/>
<arg name="launch_prefix" value="$(arg launch_prefix)"/>
<arg name="approx_sync" value="$(arg approx_sync)"/>
<arg name="rgb_topic" value="$(arg rgb_topic)" />
<arg name="depth_topic" value="$(arg depth_registered_topic)" />
<arg name="camera_info_topic" value="$(arg camera_info_topic)" />
<arg name="compressed" value="$(arg compressed)"/>
<arg name="subscribe_scan" value="$(arg subscribe_scan)"/>
<arg name="scan_topic" value="$(arg scan_topic)"/>
<arg name="subscribe_scan_cloud" value="$(arg subscribe_scan_cloud)"/>
<arg name="scan_cloud_topic" value="$(arg scan_cloud_topic)"/>
<arg name="visual_odometry" value="$(arg visual_odometry)"/>
<arg name="odom_topic" value="$(arg odom_topic)"/>
<arg name="odom_frame_id" value="$(arg odom_frame_id)"/>
<arg name="odom_args" value="$(arg rtabmap_args)"/>
</include>
</launch>
@@ -0,0 +1,109 @@
<?xml version="1.0"?>
<launch>
<!-- Kinect 2
Install Kinect2 : Follow ALL directives at https://github.com/code-iai/iai_kinect2
Make sure it is calibrated!
Run:
$ roslaunch kinect2_bridge kinect2_bridge.launch publish_tf:=true
$ roslaunch rtabmap_ros rgbd_mapping_kinect2.launch
-->
<!-- Which image resolution to process in rtabmap: sd, qhd, hd -->
<arg name="resolution" default="qhd" />
<!-- Fixed frame id, you may set "base_link" or "base_footprint" if they are published -->
<arg name="frame_id" default="kinect2_base_link"/>
<!-- Rotate the camera -->
<arg name="pi/2" value="1.5707963267948966"/>
<arg name="optical_rotate" value="0 0 0 -$(arg pi/2) 0 -$(arg pi/2)" />
<node pkg="tf" type="static_transform_publisher" name="kinect2_base_link"
args="$(arg optical_rotate) kinect2_base_link kinect2_link 100" />
<!-- Choose visualization -->
<arg name="rviz" default="false" />
<arg name="rtabmapviz" default="true" />
<!-- Corresponding config files -->
<arg name="rtabmapviz_cfg" default="-d $(find rtabmap_ros)/launch/config/rgbd_gui.ini" />
<arg name="rviz_cfg" default="-d $(find rtabmap_ros)/launch/config/rgbd.rviz" />
<!-- slightly increase default parameters for larger images (qhd=720p) -->
<arg name="gftt_block_size" default="5" />
<arg name="gftt_min_distance" default="5" />
<group ns="rtabmap">
<!-- Odometry -->
<node pkg="rtabmap_ros" type="rgbd_odometry" name="visual_odometry" output="screen">
<remap from="rgb/image" to="/kinect2/$(arg resolution)/image_color_rect"/>
<remap from="depth/image" to="/kinect2/$(arg resolution)/image_depth_rect"/>
<remap from="rgb/camera_info" to="/kinect2/$(arg resolution)/camera_info"/>
<param name="frame_id" type="string" value="$(arg frame_id)"/>
<param name="approx_sync" type="bool" value="false"/>
<param name="GFTT/BlockSize" type="string" value="$(arg gftt_block_size)"/>
<param name="GFTT/MinDistance" type="string" value="$(arg gftt_min_distance)"/>
</node>
<!-- Visual SLAM (robot side) -->
<!-- args: "delete_db_on_start" and "udebug" -->
<node name="rtabmap" pkg="rtabmap_ros" type="rtabmap" output="screen" args="--delete_db_on_start">
<param name="subscribe_depth" type="bool" value="true"/>
<param name="frame_id" type="string" value="$(arg frame_id)"/>
<remap from="rgb/image" to="/kinect2/$(arg resolution)/image_color_rect"/>
<remap from="depth/image" to="/kinect2/$(arg resolution)/image_depth_rect"/>
<remap from="rgb/camera_info" to="/kinect2/$(arg resolution)/camera_info"/>
<param name="approx_sync" type="bool" value="false"/>
<param name="GFTT/BlockSize" type="string" value="$(arg gftt_block_size)"/>
<param name="GFTT/MinDistance" type="string" value="$(arg gftt_min_distance)"/>
</node>
<!-- Visualisation RTAB-Map -->
<node if="$(arg rtabmapviz)" pkg="rtabmap_ros" type="rtabmapviz" name="rtabmapviz" args="$(arg rtabmapviz_cfg)" output="screen">
<param name="subscribe_depth" type="bool" value="true"/>
<param name="subscribe_odom_info" type="bool" value="true"/>
<param name="approx_sync" type="bool" value="false"/>
<param name="frame_id" type="string" value="$(arg frame_id)"/>
<remap from="rgb/image" to="/kinect2/$(arg resolution)/image_color_rect"/>
<remap from="depth/image" to="/kinect2/$(arg resolution)/image_depth_rect"/>
<remap from="rgb/camera_info" to="/kinect2/$(arg resolution)/camera_info"/>
</node>
</group>
<!-- Visualization RVIZ -->
<node if="$(arg rviz)" pkg="rviz" type="rviz" name="rviz" args="$(arg rviz_cfg)"/>
<!-- sync cloud with odometry and voxelize the point cloud (for fast visualization in rviz) -->
<node if="$(arg rviz)" pkg="nodelet" type="nodelet" name="standalone_nodelet" args="manager" output="screen"/>
<node if="$(arg rviz)" pkg="nodelet" type="nodelet" name="data_odom_sync" args="load rtabmap_ros/data_odom_sync standalone_nodelet">
<remap from="rgb/image_in" to="/kinect2/$(arg resolution)/image_color_rect"/>
<remap from="depth/image_in" to="/kinect2/$(arg resolution)/image_depth_rect"/>
<remap from="rgb/camera_info_in" to="/kinect2/$(arg resolution)/camera_info"/>
<remap from="odom_in" to="rtabmap/odom"/>
<param name="approx_sync" type="bool" value="false"/>
<remap from="rgb/image_out" to="data_odom_sync/image"/>
<remap from="depth/image_out" to="data_odom_sync/depth"/>
<remap from="rgb/camera_info_out" to="data_odom_sync/camera_info"/>
<remap from="odom_out" to="odom_sync"/>
</node>
<node if="$(arg rviz)" pkg="nodelet" type="nodelet" name="points_xyzrgb" args="load rtabmap_ros/point_cloud_xyzrgb standalone_nodelet">
<remap from="rgb/image" to="data_odom_sync/image"/>
<remap from="depth/image" to="data_odom_sync/depth"/>
<remap from="rgb/camera_info" to="data_odom_sync/camera_info"/>
<remap from="cloud" to="voxel_cloud" />
<param name="voxel_size" type="double" value="0.01"/>
</node>
</launch>
@@ -0,0 +1,84 @@
<?xml version="1.0"?>
<launch>
<!-- Backward compatibility launch file, use "rtabmap.launch rgbd:=false stereo:=true" instead -->
<!-- Your camera should be calibrated and publishing rectified left and right
images + corresponding camera_info msgs. You can use stereo_image_proc for image rectification.
Example:
$ roslaunch rtabmap_ros bumblebee.launch -->
<!-- Choose visualization -->
<arg name="rtabmapviz" default="true" />
<arg name="rviz" default="false" />
<!-- Localization-only mode -->
<arg name="localization" default="false"/>
<!-- Corresponding config files -->
<arg name="rtabmapviz_cfg" default="$(find rtabmap_ros)/launch/config/rgbd_gui.ini" />
<arg name="rviz_cfg" default="$(find rtabmap_ros)/launch/config/rgbd.rviz" />
<arg name="frame_id" default="base_link"/> <!-- Fixed frame id, you may set "base_link" or "base_footprint" if they are published -->
<arg name="database_path" default="~/.ros/rtabmap.db"/>
<arg name="rtabmap_args" default=""/> <!-- delete_db_on_start, udebug -->
<arg name="launch_prefix" default=""/>
<arg name="approx_sync" default="false"/> <!-- if timestamps of the input topics are not synchronized -->
<arg name="stereo_namespace" default="/stereo_camera"/>
<arg name="left_image_topic" default="$(arg stereo_namespace)/left/image_rect_color" />
<arg name="right_image_topic" default="$(arg stereo_namespace)/right/image_rect" /> <!-- using grayscale image for efficiency -->
<arg name="left_camera_info_topic" default="$(arg stereo_namespace)/left/camera_info" />
<arg name="right_camera_info_topic" default="$(arg stereo_namespace)/right/camera_info" />
<arg name="compressed" default="false"/>
<arg name="subscribe_scan" default="false"/> <!-- Assuming 2D scan if set, rtabmap will do 3DoF mapping instead of 6DoF -->
<arg name="scan_topic" default="/scan"/>
<arg name="subscribe_scan_cloud" default="false"/> <!-- Assuming 3D scan if set -->
<arg name="scan_cloud_topic" default="/scan_cloud"/>
<arg name="visual_odometry" default="true"/> <!-- Generate visual odometry -->
<arg name="odom_topic" default="/odom"/> <!-- Odometry topic used if visual_odometry is false -->
<arg name="odom_frame_id" default=""/> <!-- If set, TF is used to get odometry instead of the topic -->
<arg name="namespace" default="rtabmap"/>
<arg name="wait_for_transform" default="0.2"/>
<include file="$(find rtabmap_ros)/launch/rtabmap.launch">
<arg name="stereo" value="true"/>
<arg name="rtabmapviz" value="$(arg rtabmapviz)" />
<arg name="rviz" value="$(arg rviz)" />
<arg name="localization" value="$(arg localization)"/>
<arg name="gui_cfg" value="$(arg rtabmapviz_cfg)" />
<arg name="rviz_cfg" value="$(arg rviz_cfg)" />
<arg name="frame_id" value="$(arg frame_id)"/>
<arg name="namespace" value="$(arg namespace)"/>
<arg name="database_path" value="$(arg database_path)"/>
<arg name="wait_for_transform" value="$(arg wait_for_transform)"/>
<arg name="rtabmap_args" value="$(arg rtabmap_args)"/>
<arg name="launch_prefix" value="$(arg launch_prefix)"/>
<arg name="approx_sync" value="$(arg approx_sync)"/>
<arg name="stereo_namespace" value="$(arg stereo_namespace)"/>
<arg name="left_image_topic" value="$(arg left_image_topic)" />
<arg name="right_image_topic" value="$(arg right_image_topic)" />
<arg name="left_camera_info_topic" value="$(arg left_camera_info_topic)" />
<arg name="right_camera_info_topic" value="$(arg right_camera_info_topic)" />
<arg name="compressed" value="$(arg compressed)"/>
<arg name="subscribe_scan" value="$(arg subscribe_scan)"/>
<arg name="scan_topic" value="$(arg scan_topic)"/>
<arg name="subscribe_scan_cloud" value="$(arg subscribe_scan_cloud)"/>
<arg name="scan_cloud_topic" value="$(arg scan_cloud_topic)"/>
<arg name="visual_odometry" value="$(arg visual_odometry)"/>
<arg name="odom_topic" value="$(arg odom_topic)"/>
<arg name="odom_frame_id" value="$(arg odom_frame_id)"/>
<arg name="odom_args" value="$(arg rtabmap_args)"/>
</include>
</launch>