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https://github.com/introlab/rtabmap.git
synced 2026-09-01 17:10:26 +08:00
Depth calibration: using appropriate bin_width and bin_height for all cameras
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@@ -319,6 +319,15 @@ pcl::PointCloud<pcl::PointXYZ>::Ptr RTABMAP_EXP loadCloud(
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int downsampleStep = 1,
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float voxelSize = 0.0f);
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// returns all divisors of num
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std::set<size_t> get_divisors(const size_t &num);
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// returns divisor from divisors closest to ref
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size_t GetClosestToRef(const std::set<size_t> &divisors, const double &ref);
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// sets bin_width and bin_height to appropriate values
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void GetBinSize(const size_t &width, const size_t &height, size_t &bin_width, size_t &bin_height);
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} // namespace util3d
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} // namespace rtabmap
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@@ -2275,6 +2275,56 @@ pcl::PointCloud<pcl::PointXYZ>::Ptr loadCloud(
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return util3d::transformPointCloud(cloud, transform);
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}
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std::set<size_t> get_divisors(const size_t &num)
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{
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std::set<size_t> divisors;
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for(size_t i = 1; i <= num; i++)
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{
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if(num % i == 0)
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{
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divisors.insert(i);
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}
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}
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return divisors;
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}
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size_t GetClosestToRef(const std::set<size_t> &divisors, const double &ref)
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{
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std::set<size_t>::iterator low, prev;
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low = divisors.lower_bound(ref);
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if(low == divisors.end())
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{
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return *(--divisors.end());
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}
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else if(low == divisors.begin())
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{
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return *low;
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}
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else
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{
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prev = low;
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--prev;
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if((ref - *prev) <= (*low - ref))
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{
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return *prev;
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}
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else
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{
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return *low;
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}
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}
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}
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void GetBinSize(const size_t &width, const size_t &height, size_t &bin_width, size_t &bin_height) {
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double ratio = width / static_cast<double>(height);
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std::set<size_t> divisors = get_divisors(width);
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double ref_bin_width = 8;
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bin_width = GetClosestToRef(divisors, ref_bin_width);
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divisors = get_divisors(height);
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double ref_bin_height = ref_bin_width / ratio;
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bin_height = GetClosestToRef(divisors, ref_bin_height);
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}
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}
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}
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@@ -391,7 +391,9 @@ void DepthCalibrationDialog::calibrate(
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const cv::Size & imageSize = sequence.begin()->second.cameraModels()[0].imageSize();
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if(_model == 0)
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{
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_model = new clams::DiscreteDepthDistortionModel(imageSize.width, imageSize.height);
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size_t bin_width, bin_height;
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util3d::GetBinSize(imageSize.width, imageSize.height, bin_width, bin_height);
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_model = new clams::DiscreteDepthDistortionModel(imageSize.width, imageSize.height, bin_width, bin_height);
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}
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UASSERT(_model->getWidth() == imageSize.width && _model->getHeight() == imageSize.height);
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