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rtabmap/utilite/test/test_umath.cpp

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Adding doc and tests (#1492) * added doc and tests for util2d.h * updated cmake-ros ci * Added util3d.h doc and tests * util3d_transforms.h: Added doc and tests * util3d_filtering.h: started doc and test * util3d_filtering.h: more tests and doc * Added more doc/tests * finished util3d_filtering doc and tests * added test for util2d::depthBleedingFiltering * Added util3d_registration tests * Added util3d_features.h doc/tests * added doc/tests for util3d_correspondences.h * added doc/gtest for util3d_mapping.h (missing hpp functions) * finished testing util3d_mapping.hpp * Added util3d_motion_estimation.h tests (2D->3D done) * finished util3d_motion_estimation.h tests * minimal util3d_surface.h * Added Transform and VisualWord tests * Added doc for CameraModel and StereoCameraModel * Added more logs in ros ci * Passing tests on fical * improved all devcontainer * added devcontainer kilted, fixed source setup.bash, removed ldconfig in ros-cmake workflow * cleanup * source ros * Added utilite tests * Added testing to appveyor, github actions cancellable on re-commit on same branch * appveyor testing without all targets * appveyor: specifying ALL_BUILD target * Fixed Util2dTest.NMSImageBoundsRespected test * Fixing PCL Indices error on old pcl * Added VWDictionary tests and doc. 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2026-08-06 13:32:20 -07:00
#include "gtest/gtest.h"
#include "rtabmap/utilite/UMath.h"
#include <cmath>
#include <limits>
TEST(UMathTest, UIsNan)
{
float nanValue = std::numeric_limits<float>::quiet_NaN();
float normalValue = 3.14f;
EXPECT_TRUE(uIsNan(nanValue));
EXPECT_FALSE(uIsNan(normalValue));
double nanDouble = std::numeric_limits<double>::quiet_NaN();
double normalDouble = 3.14;
EXPECT_TRUE(uIsNan(nanDouble));
EXPECT_FALSE(uIsNan(normalDouble));
}
TEST(UMathTest, UIsFinite)
{
float infValue = std::numeric_limits<float>::infinity();
float normalValue = 3.14f;
float nanValue = std::numeric_limits<float>::quiet_NaN();
EXPECT_FALSE(uIsFinite(infValue));
EXPECT_TRUE(uIsFinite(normalValue));
EXPECT_FALSE(uIsFinite(nanValue));
}
TEST(UMathTest, UMin3)
{
EXPECT_EQ(uMin3(3, 1, 2), 1);
EXPECT_EQ(uMin3(1, 2, 3), 1);
EXPECT_EQ(uMin3(2, 3, 1), 1);
EXPECT_EQ(uMin3(1.5f, 2.5f, 0.5f), 0.5f);
}
TEST(UMathTest, UMax3)
{
EXPECT_EQ(uMax3(3, 1, 2), 3);
EXPECT_EQ(uMax3(1, 2, 3), 3);
EXPECT_EQ(uMax3(2, 3, 1), 3);
EXPECT_EQ(uMax3(1.5f, 2.5f, 0.5f), 2.5f);
}
TEST(UMathTest, UMaxArray)
{
int arr[] = {1, 5, 3, 9, 2};
unsigned int index;
int max = uMax(arr, 5, index);
EXPECT_EQ(max, 9);
EXPECT_EQ(index, 3u);
int max2 = uMax(arr, 5);
EXPECT_EQ(max2, 9);
}
TEST(UMathTest, UMaxVector)
{
std::vector<int> v = {1, 5, 3, 9, 2};
unsigned int index;
int max = uMax(v, index);
EXPECT_EQ(max, 9);
EXPECT_EQ(index, 3u);
int max2 = uMax(v);
EXPECT_EQ(max2, 9);
}
TEST(UMathTest, UMinArray)
{
int arr[] = {5, 1, 3, 9, 2};
unsigned int index;
int min = uMin(arr, 5, index);
EXPECT_EQ(min, 1);
EXPECT_EQ(index, 1u);
int min2 = uMin(arr, 5);
EXPECT_EQ(min2, 1);
}
TEST(UMathTest, UMinVector)
{
std::vector<int> v = {5, 1, 3, 9, 2};
unsigned int index;
int min = uMin(v, index);
EXPECT_EQ(min, 1);
EXPECT_EQ(index, 1u);
int min2 = uMin(v);
EXPECT_EQ(min2, 1);
}
TEST(UMathTest, UMinMaxArray)
{
int arr[] = {5, 1, 3, 9, 2};
int min, max;
unsigned int indexMin, indexMax;
uMinMax(arr, 5, min, max, indexMin, indexMax);
EXPECT_EQ(min, 1);
EXPECT_EQ(max, 9);
EXPECT_EQ(indexMin, 1u);
EXPECT_EQ(indexMax, 3u);
}
TEST(UMathTest, UMinMaxVector)
{
std::vector<int> v = {5, 1, 3, 9, 2};
int min, max;
unsigned int indexMin, indexMax;
uMinMax(v, min, max, indexMin, indexMax);
EXPECT_EQ(min, 1);
EXPECT_EQ(max, 9);
EXPECT_EQ(indexMin, 1u);
EXPECT_EQ(indexMax, 3u);
}
TEST(UMathTest, UMinMaxWithoutIndices)
{
int arr[] = {5, 1, 3, 9, 2};
int min, max;
uMinMax(arr, 5, min, max);
EXPECT_EQ(min, 1);
EXPECT_EQ(max, 9);
std::vector<int> v = {5, 1, 3, 9, 2};
uMinMax(v, min, max);
EXPECT_EQ(min, 1);
EXPECT_EQ(max, 9);
}
TEST(UMathTest, USign)
{
EXPECT_EQ(uSign(5), 1);
EXPECT_EQ(uSign(-5), -1);
EXPECT_EQ(uSign(0), 1);
EXPECT_EQ(uSign(3.14f), 1);
EXPECT_EQ(uSign(-3.14f), -1);
}
TEST(UMathTest, USumList)
{
std::list<int> list = {1, 2, 3, 4, 5};
int sum = uSum(list);
EXPECT_EQ(sum, 15);
}
TEST(UMathTest, USumArray)
{
int arr[] = {1, 2, 3, 4, 5};
int sum = uSum(arr, 5);
EXPECT_EQ(sum, 15);
}
TEST(UMathTest, USumVector)
{
std::vector<int> v = {1, 2, 3, 4, 5};
int sum = uSum(v);
EXPECT_EQ(sum, 15);
}
TEST(UMathTest, USumSquared)
{
int arr[] = {1, 2, 3};
int sum = uSumSquared(arr, 3);
EXPECT_EQ(sum, 14); // 1*1 + 2*2 + 3*3 = 1 + 4 + 9 = 14
int sum2 = uSumSquared(arr, 3, 2); // subtract 2
EXPECT_EQ(sum2, 2); // (-1)*(-1) + 0*0 + 1*1 = 1 + 0 + 1 = 2
}
TEST(UMathTest, UMean)
{
int arr[] = {1, 2, 3, 4, 5};
float mean = uMean(arr, 5);
EXPECT_FLOAT_EQ(mean, 3.0f);
std::vector<int> v = {1, 2, 3, 4, 5};
float mean2 = uMean(v);
EXPECT_FLOAT_EQ(mean2, 3.0f);
std::list<int> list = {1, 2, 3, 4, 5};
float mean3 = uMean(list);
EXPECT_FLOAT_EQ(mean3, 3.0f);
}
TEST(UMathTest, UMeanSquaredError)
{
float x[] = {1.0f, 2.0f, 3.0f};
float y[] = {1.1f, 2.1f, 3.1f};
float mse = uMeanSquaredError(x, 3, y, 3);
EXPECT_NEAR(mse, 0.01f, 0.001f); // (0.1^2 + 0.1^2 + 0.1^2) / 3 = 0.01
std::vector<float> vx = {1.0f, 2.0f, 3.0f};
std::vector<float> vy = {1.1f, 2.1f, 3.1f};
float mse2 = uMeanSquaredError(vx, vy);
EXPECT_NEAR(mse2, 0.01f, 0.001f);
}
TEST(UMathTest, UVariance)
{
float arr[] = {1.0f, 2.0f, 3.0f, 4.0f, 5.0f};
float mean = uMean(arr, 5);
float variance = uVariance(arr, 5, mean);
EXPECT_NEAR(variance, 2.5f, 0.1f); // Variance of 1,2,3,4,5 is 2.5
float variance2 = uVariance(arr, 5);
EXPECT_NEAR(variance2, 2.5f, 0.1f);
}
TEST(UMathTest, UNormSquared)
{
std::vector<float> v = {3.0f, 4.0f};
float normSq = uNormSquared(v);
EXPECT_FLOAT_EQ(normSq, 25.0f); // 3*3 + 4*4 = 9 + 16 = 25
float normSq2 = uNormSquared(3.0f, 4.0f);
EXPECT_FLOAT_EQ(normSq2, 25.0f);
float normSq3 = uNormSquared(1.0f, 2.0f, 3.0f);
EXPECT_FLOAT_EQ(normSq3, 14.0f); // 1*1 + 2*2 + 3*3 = 1 + 4 + 9 = 14
}
TEST(UMathTest, UNorm)
{
std::vector<float> v = {3.0f, 4.0f};
float norm = uNorm(v);
EXPECT_FLOAT_EQ(norm, 5.0f); // sqrt(3*3 + 4*4) = sqrt(25) = 5
float norm2 = uNorm(3.0f, 4.0f);
EXPECT_FLOAT_EQ(norm2, 5.0f);
float norm3 = uNorm(1.0f, 2.0f, 3.0f);
EXPECT_NEAR(norm3, 3.741657f, 0.001f); // sqrt(14)
}
TEST(UMathTest, UNormalize)
{
std::vector<float> v = {3.0f, 4.0f};
std::vector<float> normalized = uNormalize(v);
float norm = uNorm(normalized);
EXPECT_NEAR(norm, 1.0f, 0.001f);
std::vector<float> zero = {0.0f, 0.0f};
std::vector<float> normalizedZero = uNormalize(zero);
EXPECT_EQ(normalizedZero.size(), 2u);
EXPECT_FLOAT_EQ(normalizedZero[0], 0.0f);
EXPECT_FLOAT_EQ(normalizedZero[1], 0.0f);
}
TEST(UMathTest, ULocalMaxima)
{
float arr[] = {1.0f, 3.0f, 2.0f, 5.0f, 4.0f, 6.0f, 3.0f};
std::list<unsigned int> maxima = uLocalMaxima(arr, 7);
// Should find maxima at indices 1, 3, 5
EXPECT_GT(maxima.size(), 0u);
std::vector<float> v = {1.0f, 3.0f, 2.0f, 5.0f, 4.0f};
std::list<unsigned int> maxima2 = uLocalMaxima(v);
EXPECT_GT(maxima2.size(), 0u);
}
TEST(UMathTest, UHamming)
{
std::vector<float> window = uHamming(10);
EXPECT_EQ(window.size(), 10u);
// Hamming window values should be between 0 and 1
for(float w : window)
{
EXPECT_GE(w, 0.0f);
EXPECT_LE(w, 1.0f);
}
}
TEST(UMathTest, UIsInBounds)
{
EXPECT_TRUE(uIsInBounds(5, 0, 10));
EXPECT_FALSE(uIsInBounds(10, 0, 10));
EXPECT_FALSE(uIsInBounds(-1, 0, 10));
EXPECT_FALSE(uIsInBounds(std::numeric_limits<float>::quiet_NaN(), 0.0f, 10.0f));
EXPECT_FALSE(uIsInBounds(std::numeric_limits<float>::infinity(), 0.0f, 10.0f));
}