Merge remote-tracking branch 'origin/feature/heterogeneousSmartFactorNoise' into feature/heterogeneousSmartFactorNoise
commit
a93c1e86f2
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@ -57,7 +57,7 @@ protected:
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Vector b(ZDim * m);
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Vector b(ZDim * m);
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for (size_t i = 0, row = 0; i < m; i++, row += ZDim) {
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for (size_t i = 0, row = 0; i < m; i++, row += ZDim) {
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Vector bi = traits<Z>::Local(measured[i], predicted[i]);
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Vector bi = traits<Z>::Local(measured[i], predicted[i]);
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if(ZDim==3 && std::isnan(bi(1))){ // compensate for the case in which the right pixel in a stereoPoint is missing (nan)
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if(ZDim==3 && std::isnan(bi(1))){ // if it is a stereo point and the right pixel is missing (nan)
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bi(1) = 0;
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bi(1) = 0;
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}
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}
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b.segment<ZDim>(row) = bi;
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b.segment<ZDim>(row) = bi;
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@ -233,15 +233,16 @@ public:
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size_t m = cameras.size();
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size_t m = cameras.size();
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bool retriangulate = decideIfTriangulate(cameras);
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bool retriangulate = decideIfTriangulate(cameras);
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// triangulate stereo measurements by treating each stereocamera as a pair of monocular cameras
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MonoCameras monoCameras;
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MonoCameras monoCameras;
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MonoMeasurements monoMeasured;
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MonoMeasurements monoMeasured;
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for(size_t i = 0; i < m; i++) {
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for(size_t i = 0; i < m; i++) {
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Pose3 leftPose = cameras[i].pose();
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const Pose3 leftPose = cameras[i].pose();
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Cal3_S2 monoCal = cameras[i].calibration().calibration();
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const Cal3_S2 monoCal = cameras[i].calibration().calibration();
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MonoCamera leftCamera_i(leftPose,monoCal);
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const MonoCamera leftCamera_i(leftPose,monoCal);
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Pose3 left_Pose_right = Pose3(Rot3(),Point3(cameras[i].baseline(),0.0,0.0));
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const Pose3 left_Pose_right = Pose3(Rot3(),Point3(cameras[i].baseline(),0.0,0.0));
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Pose3 rightPose = leftPose.compose( left_Pose_right );
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const Pose3 rightPose = leftPose.compose( left_Pose_right );
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MonoCamera rightCamera_i(rightPose,monoCal);
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const MonoCamera rightCamera_i(rightPose,monoCal);
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const StereoPoint2 zi = measured_[i];
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const StereoPoint2 zi = measured_[i];
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monoCameras.push_back(leftCamera_i);
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monoCameras.push_back(leftCamera_i);
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monoMeasured.push_back(Point2(zi.uL(),zi.v()));
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monoMeasured.push_back(Point2(zi.uL(),zi.v()));
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@ -1348,7 +1348,7 @@ TEST( SmartStereoProjectionPoseFactor, HessianWithRotation ) {
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}
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}
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/* *************************************************************************/
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/* *************************************************************************/
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TEST( SmartStereoProjectionPoseFactor, HessianWithRotationDegenerate ) {
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TEST( SmartStereoProjectionPoseFactor, HessianWithRotationNonDegenerate ) {
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vector<Key> views;
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vector<Key> views;
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views.push_back(x1);
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views.push_back(x1);
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@ -1381,6 +1381,9 @@ TEST( SmartStereoProjectionPoseFactor, HessianWithRotationDegenerate ) {
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boost::shared_ptr<GaussianFactor> hessianFactor = smartFactor->linearize(
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boost::shared_ptr<GaussianFactor> hessianFactor = smartFactor->linearize(
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values);
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values);
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// check that it is non degenerate
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EXPECT(smartFactor->isValid());
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Pose3 poseDrift = Pose3(Rot3::Ypr(-M_PI / 2, 0., -M_PI / 2), Point3(0, 0, 0));
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Pose3 poseDrift = Pose3(Rot3::Ypr(-M_PI / 2, 0., -M_PI / 2), Point3(0, 0, 0));
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Values rotValues;
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Values rotValues;
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@ -1391,6 +1394,9 @@ TEST( SmartStereoProjectionPoseFactor, HessianWithRotationDegenerate ) {
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boost::shared_ptr<GaussianFactor> hessianFactorRot = smartFactor->linearize(
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boost::shared_ptr<GaussianFactor> hessianFactorRot = smartFactor->linearize(
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rotValues);
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rotValues);
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// check that it is non degenerate
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EXPECT(smartFactor->isValid());
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// Hessian is invariant to rotations in the nondegenerate case
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// Hessian is invariant to rotations in the nondegenerate case
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EXPECT(
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EXPECT(
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assert_equal(hessianFactor->information(),
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assert_equal(hessianFactor->information(),
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@ -1407,10 +1413,14 @@ TEST( SmartStereoProjectionPoseFactor, HessianWithRotationDegenerate ) {
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boost::shared_ptr<GaussianFactor> hessianFactorRotTran =
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boost::shared_ptr<GaussianFactor> hessianFactorRotTran =
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smartFactor->linearize(tranValues);
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smartFactor->linearize(tranValues);
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// Hessian is invariant to rotations and translations in the nondegenerate case
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// Hessian is invariant to rotations and translations in the degenerate case
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EXPECT(
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EXPECT(
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assert_equal(hessianFactor->information(),
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assert_equal(hessianFactor->information(),
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#ifdef GTSAM_USE_EIGEN_MKL
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hessianFactorRotTran->information(), 1e-5));
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#else
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hessianFactorRotTran->information(), 1e-6));
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hessianFactorRotTran->information(), 1e-6));
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#endif
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}
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}
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/* ************************************************************************* */
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/* ************************************************************************* */
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