commit
033a3074a1
3
gtsam.h
3
gtsam.h
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@ -2499,6 +2499,9 @@ virtual class SmartProjectionPoseFactor: gtsam::NonlinearFactor {
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SmartProjectionPoseFactor(const gtsam::noiseModel::Base* noise,
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const CALIBRATION* K,
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const gtsam::Pose3& body_P_sensor);
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SmartProjectionPoseFactor(const gtsam::noiseModel::Base* noise,
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const CALIBRATION* K,
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const gtsam::SmartProjectionParams& params);
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SmartProjectionPoseFactor(const gtsam::noiseModel::Base* noise,
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const CALIBRATION* K,
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const gtsam::Pose3& body_P_sensor,
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@ -71,8 +71,8 @@ class GTSAM_EXPORT PreintegratedAhrsMeasurements : public PreintegratedRotation
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const Rot3& deltaRij,
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const Matrix3& delRdelBiasOmega,
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const Matrix3& preint_meas_cov) :
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biasHat_(bias_hat),
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PreintegratedRotation(p, deltaTij, deltaRij, delRdelBiasOmega),
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biasHat_(bias_hat),
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preintMeasCov_(preint_meas_cov) {}
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const Params& p() const { return *boost::static_pointer_cast<const Params>(p_);}
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@ -75,15 +75,12 @@ protected:
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*/
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ZVector measured_;
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/// @name Pose of the camera in the body frame
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boost::optional<Pose3> body_P_sensor_; ///< Pose of the camera in the body frame
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/// @}
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boost::optional<Pose3> body_P_sensor_; ///< Pose of the camera in the body frame
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// Cache for Fblocks, to avoid a malloc ever time we re-linearize
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mutable FBlocks Fs;
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public:
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public:
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EIGEN_MAKE_ALIGNED_OPERATOR_NEW
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/// shorthand for a smart pointer to a factor
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@ -200,17 +197,20 @@ public:
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return e && Base::equals(p, tol) && areMeasurementsEqual;
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}
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/// Compute reprojection errors [h(x)-z] = [cameras.project(p)-z] and derivatives
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template<class POINT>
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Vector unwhitenedError(const Cameras& cameras, const POINT& point,
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boost::optional<typename Cameras::FBlocks&> Fs = boost::none, //
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/// Compute reprojection errors [h(x)-z] = [cameras.project(p)-z] and
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/// derivatives
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template <class POINT>
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Vector unwhitenedError(
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const Cameras& cameras, const POINT& point,
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boost::optional<typename Cameras::FBlocks&> Fs = boost::none, //
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boost::optional<Matrix&> E = boost::none) const {
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Vector ue = cameras.reprojectionError(point, measured_, Fs, E);
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if(body_P_sensor_ && Fs){
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for(size_t i=0; i < Fs->size(); i++){
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Pose3 w_Pose_body = (cameras[i].pose()).compose(body_P_sensor_->inverse());
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if (body_P_sensor_ && Fs) {
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const Pose3 sensor_P_body = body_P_sensor_->inverse();
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for (size_t i = 0; i < Fs->size(); i++) {
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const Pose3 w_Pose_body = cameras[i].pose() * sensor_P_body;
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Matrix J(6, 6);
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Pose3 world_P_body = w_Pose_body.compose(*body_P_sensor_, J);
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const Pose3 world_P_body = w_Pose_body.compose(*body_P_sensor_, J);
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Fs->at(i) = Fs->at(i) * J;
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}
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}
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@ -79,15 +79,15 @@ public:
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/**
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* Constructor
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* @param body_P_sensor pose of the camera in the body frame
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* @param params internal parameters of the smart factors
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* @param sharedNoiseModel isotropic noise model for the 2D feature measurements
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* @param params parameters for the smart projection factors
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*/
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SmartProjectionFactor(const SharedNoiseModel& sharedNoiseModel,
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const boost::optional<Pose3> body_P_sensor = boost::none,
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const SmartProjectionParams& params = SmartProjectionParams()) :
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Base(sharedNoiseModel, body_P_sensor), params_(params), //
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result_(TriangulationResult::Degenerate()) {
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}
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SmartProjectionFactor(
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const SharedNoiseModel& sharedNoiseModel,
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const SmartProjectionParams& params = SmartProjectionParams())
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: Base(sharedNoiseModel),
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params_(params),
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result_(TriangulationResult::Degenerate()) {}
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/** Virtual destructor */
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virtual ~SmartProjectionFactor() {
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@ -443,7 +443,26 @@ public:
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/** return the farPoint state */
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bool isFarPoint() const { return result_.farPoint(); }
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private:
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#ifdef GTSAM_ALLOW_DEPRECATED_SINCE_V4
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/// @name Deprecated
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/// @{
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// It does not make sense to optimize for a camera where the pose would not be
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// the actual pose of the camera. An unfortunate consequence of deprecating
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// this constructor means that we cannot optimize for calibration when the
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// camera is offset from the body pose. That would need a new factor with
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// (body) pose and calibration as variables. However, that use case is
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// unlikely: when a global offset is know, calibration is typically known.
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SmartProjectionFactor(
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const SharedNoiseModel& sharedNoiseModel,
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const boost::optional<Pose3> body_P_sensor,
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const SmartProjectionParams& params = SmartProjectionParams())
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: Base(sharedNoiseModel, body_P_sensor),
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params_(params),
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result_(TriangulationResult::Degenerate()) {}
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/// @}
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#endif
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private:
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/// Serialization function
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friend class boost::serialization::access;
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@ -66,16 +66,31 @@ public:
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/**
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* Constructor
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* @param Isotropic measurement noise
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* @param sharedNoiseModel isotropic noise model for the 2D feature measurements
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* @param K (fixed) calibration, assumed to be the same for all cameras
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* @param body_P_sensor pose of the camera in the body frame
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* @param params internal parameters of the smart factors
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* @param params parameters for the smart projection factors
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*/
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SmartProjectionPoseFactor(const SharedNoiseModel& sharedNoiseModel,
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SmartProjectionPoseFactor(
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const SharedNoiseModel& sharedNoiseModel,
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const boost::shared_ptr<CALIBRATION> K,
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const boost::optional<Pose3> body_P_sensor = boost::none,
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const SmartProjectionParams& params = SmartProjectionParams()) :
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Base(sharedNoiseModel, body_P_sensor, params), K_(K) {
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const SmartProjectionParams& params = SmartProjectionParams())
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: Base(sharedNoiseModel, params), K_(K) {
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}
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/**
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* Constructor
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* @param sharedNoiseModel isotropic noise model for the 2D feature measurements
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* @param K (fixed) calibration, assumed to be the same for all cameras
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* @param body_P_sensor pose of the camera in the body frame (optional)
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* @param params parameters for the smart projection factors
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*/
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SmartProjectionPoseFactor(
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const SharedNoiseModel& sharedNoiseModel,
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const boost::shared_ptr<CALIBRATION> K,
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const boost::optional<Pose3> body_P_sensor,
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const SmartProjectionParams& params = SmartProjectionParams())
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: SmartProjectionPoseFactor(sharedNoiseModel, K, params) {
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this->body_P_sensor_ = body_P_sensor;
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}
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/** Virtual destructor */
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@ -123,18 +138,16 @@ public:
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*/
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typename Base::Cameras cameras(const Values& values) const {
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typename Base::Cameras cameras;
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for(const Key& k: this->keys_) {
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Pose3 pose = values.at<Pose3>(k);
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if (Base::body_P_sensor_)
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pose = pose.compose(*(Base::body_P_sensor_));
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Camera camera(pose, K_);
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cameras.push_back(camera);
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for (const Key& k : this->keys_) {
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const Pose3 world_P_sensor_k =
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Base::body_P_sensor_ ? values.at<Pose3>(k) * *Base::body_P_sensor_
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: values.at<Pose3>(k);
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cameras.emplace_back(world_P_sensor_k, K_);
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}
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return cameras;
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}
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private:
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private:
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/// Serialization function
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friend class boost::serialization::access;
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@ -10,8 +10,8 @@
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* -------------------------------------------------------------------------- */
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/**
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* @file testSmartProjectionCameraFactor.cpp
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* @brief Unit tests for SmartProjectionCameraFactor Class
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* @file testSmartProjectionFactor.cpp
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* @brief Unit tests for SmartProjectionFactor Class
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* @author Chris Beall
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* @author Luca Carlone
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* @author Zsolt Kira
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@ -29,19 +29,11 @@
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using namespace boost::assign;
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static bool isDebugTest = false;
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// Convenience for named keys
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using symbol_shorthand::X;
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using symbol_shorthand::L;
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static Key x1(1);
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Symbol l1('l', 1), l2('l', 2), l3('l', 3);
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Key c1 = 1, c2 = 2, c3 = 3;
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static Point2 measurement1(323.0, 240.0);
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static double rankTol = 1.0;
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static const bool isDebugTest = false;
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static const Symbol l1('l', 1), l2('l', 2), l3('l', 3);
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static const Key c1 = 1, c2 = 2, c3 = 3;
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static const Point2 measurement1(323.0, 240.0);
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static const double rankTol = 1.0;
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template<class CALIBRATION>
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PinholeCamera<CALIBRATION> perturbCameraPoseAndCalibration(
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@ -58,7 +50,7 @@ PinholeCamera<CALIBRATION> perturbCameraPoseAndCalibration(
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}
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/* ************************************************************************* */
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TEST( SmartProjectionCameraFactor, perturbCameraPose) {
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TEST(SmartProjectionFactor, perturbCameraPose) {
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using namespace vanilla;
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Pose3 noise_pose = Pose3(Rot3::Ypr(-M_PI / 10, 0., -M_PI / 10),
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Point3(0.5, 0.1, 0.3));
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@ -70,45 +62,45 @@ TEST( SmartProjectionCameraFactor, perturbCameraPose) {
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}
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/* ************************************************************************* */
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TEST( SmartProjectionCameraFactor, Constructor) {
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TEST(SmartProjectionFactor, Constructor) {
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using namespace vanilla;
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SmartFactor::shared_ptr factor1(new SmartFactor(unit2));
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}
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/* ************************************************************************* */
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TEST( SmartProjectionCameraFactor, Constructor2) {
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TEST(SmartProjectionFactor, Constructor2) {
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using namespace vanilla;
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params.setRankTolerance(rankTol);
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SmartFactor factor1(unit2, boost::none, params);
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SmartFactor factor1(unit2, params);
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}
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/* ************************************************************************* */
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TEST( SmartProjectionCameraFactor, Constructor3) {
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TEST(SmartProjectionFactor, Constructor3) {
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using namespace vanilla;
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SmartFactor::shared_ptr factor1(new SmartFactor(unit2));
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factor1->add(measurement1, x1);
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factor1->add(measurement1, c1);
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}
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/* ************************************************************************* */
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TEST( SmartProjectionCameraFactor, Constructor4) {
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TEST(SmartProjectionFactor, Constructor4) {
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using namespace vanilla;
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params.setRankTolerance(rankTol);
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SmartFactor factor1(unit2, boost::none, params);
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factor1.add(measurement1, x1);
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SmartFactor factor1(unit2, params);
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factor1.add(measurement1, c1);
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}
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/* ************************************************************************* */
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TEST( SmartProjectionCameraFactor, Equals ) {
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TEST(SmartProjectionFactor, Equals ) {
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using namespace vanilla;
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SmartFactor::shared_ptr factor1(new SmartFactor(unit2));
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factor1->add(measurement1, x1);
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factor1->add(measurement1, c1);
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SmartFactor::shared_ptr factor2(new SmartFactor(unit2));
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factor2->add(measurement1, x1);
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factor2->add(measurement1, c1);
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}
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/* *************************************************************************/
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TEST( SmartProjectionCameraFactor, noiseless ) {
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TEST(SmartProjectionFactor, noiseless ) {
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using namespace vanilla;
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Values values;
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@ -127,7 +119,7 @@ TEST( SmartProjectionCameraFactor, noiseless ) {
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}
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/* *************************************************************************/
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TEST( SmartProjectionCameraFactor, noisy ) {
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TEST(SmartProjectionFactor, noisy ) {
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using namespace vanilla;
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@ -178,7 +170,7 @@ TEST( SmartProjectionCameraFactor, noisy ) {
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}
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/* *************************************************************************/
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TEST( SmartProjectionCameraFactor, perturbPoseAndOptimize ) {
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TEST(SmartProjectionFactor, perturbPoseAndOptimize ) {
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using namespace vanilla;
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@ -277,7 +269,7 @@ TEST( SmartProjectionCameraFactor, perturbPoseAndOptimize ) {
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}
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/* *************************************************************************/
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TEST( SmartProjectionCameraFactor, perturbPoseAndOptimizeFromSfM_tracks ) {
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TEST(SmartProjectionFactor, perturbPoseAndOptimizeFromSfM_tracks ) {
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using namespace vanilla;
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@ -347,7 +339,7 @@ TEST( SmartProjectionCameraFactor, perturbPoseAndOptimizeFromSfM_tracks ) {
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}
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/* *************************************************************************/
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TEST( SmartProjectionCameraFactor, perturbCamerasAndOptimize ) {
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TEST(SmartProjectionFactor, perturbCamerasAndOptimize ) {
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using namespace vanilla;
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@ -424,7 +416,7 @@ TEST( SmartProjectionCameraFactor, perturbCamerasAndOptimize ) {
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}
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/* *************************************************************************/
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TEST( SmartProjectionCameraFactor, Cal3Bundler ) {
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TEST(SmartProjectionFactor, Cal3Bundler ) {
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using namespace bundler;
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@ -497,7 +489,7 @@ TEST( SmartProjectionCameraFactor, Cal3Bundler ) {
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}
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/* *************************************************************************/
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TEST( SmartProjectionCameraFactor, Cal3Bundler2 ) {
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TEST(SmartProjectionFactor, Cal3Bundler2 ) {
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using namespace bundler;
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@ -570,7 +562,7 @@ TEST( SmartProjectionCameraFactor, Cal3Bundler2 ) {
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}
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/* *************************************************************************/
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TEST( SmartProjectionCameraFactor, noiselessBundler ) {
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TEST(SmartProjectionFactor, noiselessBundler ) {
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using namespace bundler;
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Values values;
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@ -598,7 +590,7 @@ TEST( SmartProjectionCameraFactor, noiselessBundler ) {
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}
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/* *************************************************************************/
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TEST( SmartProjectionCameraFactor, comparisonGeneralSfMFactor ) {
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TEST(SmartProjectionFactor, comparisonGeneralSfMFactor ) {
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using namespace bundler;
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Values values;
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@ -637,7 +629,7 @@ TEST( SmartProjectionCameraFactor, comparisonGeneralSfMFactor ) {
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}
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/* *************************************************************************/
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TEST( SmartProjectionCameraFactor, comparisonGeneralSfMFactor1 ) {
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TEST(SmartProjectionFactor, comparisonGeneralSfMFactor1 ) {
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using namespace bundler;
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Values values;
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@ -681,7 +673,7 @@ TEST( SmartProjectionCameraFactor, comparisonGeneralSfMFactor1 ) {
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/* *************************************************************************/
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// Have to think about how to compare multiplyHessianAdd in generalSfMFactor and smartFactors
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//TEST( SmartProjectionCameraFactor, comparisonGeneralSfMFactor2 ){
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//TEST(SmartProjectionFactor, comparisonGeneralSfMFactor2 ){
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//
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// Values values;
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// values.insert(c1, level_camera);
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@ -729,7 +721,7 @@ TEST( SmartProjectionCameraFactor, comparisonGeneralSfMFactor1 ) {
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// EXPECT(assert_equal(yActual,yExpected, 1e-7));
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//}
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/* *************************************************************************/
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TEST( SmartProjectionCameraFactor, computeImplicitJacobian ) {
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TEST(SmartProjectionFactor, computeImplicitJacobian ) {
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using namespace bundler;
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Values values;
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@ -767,7 +759,7 @@ TEST( SmartProjectionCameraFactor, computeImplicitJacobian ) {
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}
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/* *************************************************************************/
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TEST( SmartProjectionCameraFactor, implicitJacobianFactor ) {
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TEST(SmartProjectionFactor, implicitJacobianFactor ) {
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using namespace bundler;
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@ -785,7 +777,7 @@ TEST( SmartProjectionCameraFactor, implicitJacobianFactor ) {
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params.setEnableEPI(useEPI);
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SmartFactor::shared_ptr explicitFactor(
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new SmartFactor(unit2, boost::none, params));
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new SmartFactor(unit2, params));
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explicitFactor->add(level_uv, c1);
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explicitFactor->add(level_uv_right, c2);
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@ -797,7 +789,7 @@ TEST( SmartProjectionCameraFactor, implicitJacobianFactor ) {
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// Implicit Schur version
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params.setLinearizationMode(gtsam::IMPLICIT_SCHUR);
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SmartFactor::shared_ptr implicitFactor(
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new SmartFactor(unit2, boost::none, params));
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new SmartFactor(unit2, params));
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implicitFactor->add(level_uv, c1);
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implicitFactor->add(level_uv_right, c2);
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GaussianFactor::shared_ptr gaussianImplicitSchurFactor =
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@ -818,7 +810,6 @@ TEST( SmartProjectionCameraFactor, implicitJacobianFactor ) {
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EXPECT(assert_equal(yActual, yExpected, 1e-7));
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}
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/* ************************************************************************* */
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BOOST_CLASS_EXPORT_GUID(gtsam::noiseModel::Constrained, "gtsam_noiseModel_Constrained");
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BOOST_CLASS_EXPORT_GUID(gtsam::noiseModel::Diagonal, "gtsam_noiseModel_Diagonal");
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@ -828,7 +819,7 @@ BOOST_CLASS_EXPORT_GUID(gtsam::noiseModel::Isotropic, "gtsam_noiseModel_Isotropi
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BOOST_CLASS_EXPORT_GUID(gtsam::SharedNoiseModel, "gtsam_SharedNoiseModel");
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BOOST_CLASS_EXPORT_GUID(gtsam::SharedDiagonal, "gtsam_SharedDiagonal");
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TEST( SmartProjectionCameraFactor, serialize) {
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TEST(SmartProjectionFactor, serialize) {
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using namespace vanilla;
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using namespace gtsam::serializationTestHelpers;
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SmartFactor factor(unit2);
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@ -62,7 +62,7 @@ TEST( SmartProjectionPoseFactor, Constructor2) {
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using namespace vanillaPose;
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SmartProjectionParams params;
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params.setRankTolerance(rankTol);
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SmartFactor factor1(model, sharedK, boost::none, params);
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SmartFactor factor1(model, sharedK, params);
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}
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/* ************************************************************************* */
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@ -77,7 +77,7 @@ TEST( SmartProjectionPoseFactor, Constructor4) {
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using namespace vanillaPose;
|
||||
SmartProjectionParams params;
|
||||
params.setRankTolerance(rankTol);
|
||||
SmartFactor factor1(model, sharedK, boost::none, params);
|
||||
SmartFactor factor1(model, sharedK, params);
|
||||
factor1.add(measurement1, x1);
|
||||
}
|
||||
|
||||
|
@ -189,9 +189,7 @@ TEST( SmartProjectionPoseFactor, noisy ) {
|
|||
measurements.push_back(level_uv);
|
||||
measurements.push_back(level_uv_right);
|
||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
KeyVector views {x1, x2};
|
||||
|
||||
factor2->add(measurements, views);
|
||||
double actualError2 = factor2->error(values);
|
||||
|
@ -199,34 +197,20 @@ TEST( SmartProjectionPoseFactor, noisy ) {
|
|||
}
|
||||
|
||||
/* *************************************************************************/
|
||||
TEST( SmartProjectionPoseFactor, smartFactorWithSensorBodyTransform ){
|
||||
// make a realistic calibration matrix
|
||||
double fov = 60; // degrees
|
||||
size_t w=640,h=480;
|
||||
TEST(SmartProjectionPoseFactor, smartFactorWithSensorBodyTransform) {
|
||||
using namespace vanillaPose;
|
||||
|
||||
Cal3_S2::shared_ptr K(new Cal3_S2(fov,w,h));
|
||||
|
||||
// create first camera. Looking along X-axis, 1 meter above ground plane (x-y)
|
||||
Pose3 cameraPose1 = Pose3(Rot3::Ypr(-M_PI/2, 0., -M_PI/2), gtsam::Point3(0,0,1)); // body poses
|
||||
Pose3 cameraPose2 = cameraPose1 * Pose3(Rot3(), Point3(1,0,0));
|
||||
Pose3 cameraPose3 = cameraPose1 * Pose3(Rot3(), Point3(0,-1,0));
|
||||
|
||||
SimpleCamera cam1(cameraPose1, *K); // with camera poses
|
||||
SimpleCamera cam2(cameraPose2, *K);
|
||||
SimpleCamera cam3(cameraPose3, *K);
|
||||
|
||||
// create arbitrary body_Pose_sensor (transforms from sensor to body)
|
||||
Pose3 sensor_to_body = Pose3(Rot3::Ypr(-M_PI/2, 0., -M_PI/2), gtsam::Point3(1, 1, 1)); // Pose3(); //
|
||||
// create arbitrary body_T_sensor (transforms from sensor to body)
|
||||
Pose3 body_T_sensor = Pose3(Rot3::Ypr(-M_PI / 2, 0., -M_PI / 2), Point3(1, 1, 1));
|
||||
|
||||
// These are the poses we want to estimate, from camera measurements
|
||||
Pose3 bodyPose1 = cameraPose1.compose(sensor_to_body.inverse());
|
||||
Pose3 bodyPose2 = cameraPose2.compose(sensor_to_body.inverse());
|
||||
Pose3 bodyPose3 = cameraPose3.compose(sensor_to_body.inverse());
|
||||
const Pose3 sensor_T_body = body_T_sensor.inverse();
|
||||
Pose3 wTb1 = cam1.pose() * sensor_T_body;
|
||||
Pose3 wTb2 = cam2.pose() * sensor_T_body;
|
||||
Pose3 wTb3 = cam3.pose() * sensor_T_body;
|
||||
|
||||
// three landmarks ~5 meters infront of camera
|
||||
Point3 landmark1(5, 0.5, 1.2);
|
||||
Point3 landmark2(5, -0.5, 1.2);
|
||||
Point3 landmark3(5, 0, 3.0);
|
||||
Point3 landmark1(5, 0.5, 1.2), landmark2(5, -0.5, 1.2), landmark3(5, 0, 3.0);
|
||||
|
||||
Point2Vector measurements_cam1, measurements_cam2, measurements_cam3;
|
||||
|
||||
|
@ -236,23 +220,20 @@ TEST( SmartProjectionPoseFactor, smartFactorWithSensorBodyTransform ){
|
|||
projectToMultipleCameras(cam1, cam2, cam3, landmark3, measurements_cam3);
|
||||
|
||||
// Create smart factors
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
views.push_back(x3);
|
||||
KeyVector views {x1, x2, x3};
|
||||
|
||||
SmartProjectionParams params;
|
||||
params.setRankTolerance(1.0);
|
||||
params.setDegeneracyMode(gtsam::IGNORE_DEGENERACY);
|
||||
params.setDegeneracyMode(IGNORE_DEGENERACY);
|
||||
params.setEnableEPI(false);
|
||||
|
||||
SmartProjectionPoseFactor<Cal3_S2> smartFactor1(model, K, sensor_to_body, params);
|
||||
SmartFactor smartFactor1(model, sharedK, body_T_sensor, params);
|
||||
smartFactor1.add(measurements_cam1, views);
|
||||
|
||||
SmartProjectionPoseFactor<Cal3_S2> smartFactor2(model, K, sensor_to_body, params);
|
||||
SmartFactor smartFactor2(model, sharedK, body_T_sensor, params);
|
||||
smartFactor2.add(measurements_cam2, views);
|
||||
|
||||
SmartProjectionPoseFactor<Cal3_S2> smartFactor3(model, K, sensor_to_body, params);
|
||||
SmartFactor smartFactor3(model, sharedK, body_T_sensor, params);
|
||||
smartFactor3.add(measurements_cam3, views);
|
||||
|
||||
const SharedDiagonal noisePrior = noiseModel::Isotropic::Sigma(6, 0.10);
|
||||
|
@ -262,30 +243,32 @@ TEST( SmartProjectionPoseFactor, smartFactorWithSensorBodyTransform ){
|
|||
graph.push_back(smartFactor1);
|
||||
graph.push_back(smartFactor2);
|
||||
graph.push_back(smartFactor3);
|
||||
graph.emplace_shared<PriorFactor<Pose3> >(x1, bodyPose1, noisePrior);
|
||||
graph.emplace_shared<PriorFactor<Pose3> >(x2, bodyPose2, noisePrior);
|
||||
graph.emplace_shared<PriorFactor<Pose3> >(x1, wTb1, noisePrior);
|
||||
graph.emplace_shared<PriorFactor<Pose3> >(x2, wTb2, noisePrior);
|
||||
|
||||
// Check errors at ground truth poses
|
||||
Values gtValues;
|
||||
gtValues.insert(x1, bodyPose1);
|
||||
gtValues.insert(x2, bodyPose2);
|
||||
gtValues.insert(x3, bodyPose3);
|
||||
gtValues.insert(x1, wTb1);
|
||||
gtValues.insert(x2, wTb2);
|
||||
gtValues.insert(x3, wTb3);
|
||||
double actualError = graph.error(gtValues);
|
||||
double expectedError = 0.0;
|
||||
DOUBLES_EQUAL(expectedError, actualError, 1e-7)
|
||||
|
||||
Pose3 noise_pose = Pose3(Rot3::Ypr(-M_PI/100, 0., -M_PI/100), gtsam::Point3(0.1,0.1,0.1));
|
||||
Pose3 noise_pose = Pose3(Rot3::Ypr(-M_PI / 100, 0., -M_PI / 100),
|
||||
Point3(0.1, 0.1, 0.1));
|
||||
Values values;
|
||||
values.insert(x1, bodyPose1);
|
||||
values.insert(x2, bodyPose2);
|
||||
// initialize third pose with some noise, we expect it to move back to original pose3
|
||||
values.insert(x3, bodyPose3*noise_pose);
|
||||
values.insert(x1, wTb1);
|
||||
values.insert(x2, wTb2);
|
||||
// initialize third pose with some noise, we expect it to move back to
|
||||
// original pose3
|
||||
values.insert(x3, wTb3 * noise_pose);
|
||||
|
||||
LevenbergMarquardtParams lmParams;
|
||||
Values result;
|
||||
LevenbergMarquardtOptimizer optimizer(graph, values, lmParams);
|
||||
result = optimizer.optimize();
|
||||
EXPECT(assert_equal(bodyPose3,result.at<Pose3>(x3)));
|
||||
EXPECT(assert_equal(wTb3, result.at<Pose3>(x3)));
|
||||
}
|
||||
|
||||
/* *************************************************************************/
|
||||
|
@ -370,9 +353,7 @@ TEST( SmartProjectionPoseFactor, Factors ) {
|
|||
measurements_cam1.push_back(cam2.project(landmark1));
|
||||
|
||||
// Create smart factors
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
KeyVector views {x1, x2};
|
||||
|
||||
SmartFactor::shared_ptr smartFactor1 = boost::make_shared<SmartFactor>(model, sharedK);
|
||||
smartFactor1->add(measurements_cam1, views);
|
||||
|
@ -520,10 +501,7 @@ TEST( SmartProjectionPoseFactor, 3poses_iterative_smart_projection_factor ) {
|
|||
|
||||
using namespace vanillaPose;
|
||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
views.push_back(x3);
|
||||
KeyVector views {x1, x2, x3};
|
||||
|
||||
Point2Vector measurements_cam1, measurements_cam2, measurements_cam3;
|
||||
|
||||
|
@ -577,10 +555,7 @@ TEST( SmartProjectionPoseFactor, jacobianSVD ) {
|
|||
|
||||
using namespace vanillaPose;
|
||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
views.push_back(x3);
|
||||
KeyVector views {x1, x2, x3};
|
||||
|
||||
Point2Vector measurements_cam1, measurements_cam2, measurements_cam3;
|
||||
|
||||
|
@ -594,18 +569,18 @@ TEST( SmartProjectionPoseFactor, jacobianSVD ) {
|
|||
params.setLinearizationMode(gtsam::JACOBIAN_SVD);
|
||||
params.setDegeneracyMode(gtsam::IGNORE_DEGENERACY);
|
||||
params.setEnableEPI(false);
|
||||
SmartFactor factor1(model, sharedK, boost::none, params);
|
||||
SmartFactor factor1(model, sharedK, params);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor1(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor1->add(measurements_cam1, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor2(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor2->add(measurements_cam2, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor3(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor3->add(measurements_cam3, views);
|
||||
|
||||
const SharedDiagonal noisePrior = noiseModel::Isotropic::Sigma(6, 0.10);
|
||||
|
@ -638,10 +613,7 @@ TEST( SmartProjectionPoseFactor, landmarkDistance ) {
|
|||
|
||||
double excludeLandmarksFutherThanDist = 2;
|
||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
views.push_back(x3);
|
||||
KeyVector views {x1, x2, x3};
|
||||
|
||||
Point2Vector measurements_cam1, measurements_cam2, measurements_cam3;
|
||||
|
||||
|
@ -658,15 +630,15 @@ TEST( SmartProjectionPoseFactor, landmarkDistance ) {
|
|||
params.setEnableEPI(false);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor1(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor1->add(measurements_cam1, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor2(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor2->add(measurements_cam2, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor3(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor3->add(measurements_cam3, views);
|
||||
|
||||
const SharedDiagonal noisePrior = noiseModel::Isotropic::Sigma(6, 0.10);
|
||||
|
@ -701,10 +673,7 @@ TEST( SmartProjectionPoseFactor, dynamicOutlierRejection ) {
|
|||
double excludeLandmarksFutherThanDist = 1e10;
|
||||
double dynamicOutlierRejectionThreshold = 1; // max 1 pixel of average reprojection error
|
||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
views.push_back(x3);
|
||||
KeyVector views {x1, x2, x3};
|
||||
|
||||
// add fourth landmark
|
||||
Point3 landmark4(5, -0.5, 1);
|
||||
|
@ -725,19 +694,19 @@ TEST( SmartProjectionPoseFactor, dynamicOutlierRejection ) {
|
|||
params.setDynamicOutlierRejectionThreshold(dynamicOutlierRejectionThreshold);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor1(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor1->add(measurements_cam1, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor2(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor2->add(measurements_cam2, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor3(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor3->add(measurements_cam3, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor4(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor4->add(measurements_cam4, views);
|
||||
|
||||
const SharedDiagonal noisePrior = noiseModel::Isotropic::Sigma(6, 0.10);
|
||||
|
@ -767,10 +736,7 @@ TEST( SmartProjectionPoseFactor, jacobianQ ) {
|
|||
|
||||
using namespace vanillaPose;
|
||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
views.push_back(x3);
|
||||
KeyVector views {x1, x2, x3};
|
||||
|
||||
Point2Vector measurements_cam1, measurements_cam2, measurements_cam3;
|
||||
|
||||
|
@ -783,15 +749,15 @@ TEST( SmartProjectionPoseFactor, jacobianQ ) {
|
|||
params.setLinearizationMode(gtsam::JACOBIAN_Q);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor1(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor1->add(measurements_cam1, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor2(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor2->add(measurements_cam2, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor3(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor3->add(measurements_cam3, views);
|
||||
|
||||
const SharedDiagonal noisePrior = noiseModel::Isotropic::Sigma(6, 0.10);
|
||||
|
@ -821,10 +787,7 @@ TEST( SmartProjectionPoseFactor, 3poses_projection_factor ) {
|
|||
|
||||
using namespace vanillaPose2;
|
||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
views.push_back(x3);
|
||||
KeyVector views {x1, x2, x3};
|
||||
|
||||
typedef GenericProjectionFactor<Pose3, Point3> ProjectionFactor;
|
||||
NonlinearFactorGraph graph;
|
||||
|
@ -869,10 +832,7 @@ TEST( SmartProjectionPoseFactor, 3poses_projection_factor ) {
|
|||
/* *************************************************************************/
|
||||
TEST( SmartProjectionPoseFactor, CheckHessian) {
|
||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
views.push_back(x3);
|
||||
KeyVector views {x1, x2, x3};
|
||||
|
||||
using namespace vanillaPose;
|
||||
|
||||
|
@ -894,15 +854,15 @@ TEST( SmartProjectionPoseFactor, CheckHessian) {
|
|||
params.setRankTolerance(10);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor1(
|
||||
new SmartFactor(model, sharedK, boost::none, params)); // HESSIAN, by default
|
||||
new SmartFactor(model, sharedK, params)); // HESSIAN, by default
|
||||
smartFactor1->add(measurements_cam1, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor2(
|
||||
new SmartFactor(model, sharedK, boost::none, params)); // HESSIAN, by default
|
||||
new SmartFactor(model, sharedK, params)); // HESSIAN, by default
|
||||
smartFactor2->add(measurements_cam2, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor3(
|
||||
new SmartFactor(model, sharedK, boost::none, params)); // HESSIAN, by default
|
||||
new SmartFactor(model, sharedK, params)); // HESSIAN, by default
|
||||
smartFactor3->add(measurements_cam3, views);
|
||||
|
||||
NonlinearFactorGraph graph;
|
||||
|
@ -955,10 +915,7 @@ TEST( SmartProjectionPoseFactor, CheckHessian) {
|
|||
TEST( SmartProjectionPoseFactor, 3poses_2land_rotation_only_smart_projection_factor ) {
|
||||
using namespace vanillaPose2;
|
||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
views.push_back(x3);
|
||||
KeyVector views {x1, x2, x3};
|
||||
|
||||
// Two different cameras, at the same position, but different rotations
|
||||
Pose3 pose2 = level_pose * Pose3(Rot3::RzRyRx(-0.05, 0.0, -0.05), Point3(0,0,0));
|
||||
|
@ -977,11 +934,11 @@ TEST( SmartProjectionPoseFactor, 3poses_2land_rotation_only_smart_projection_fac
|
|||
params.setDegeneracyMode(gtsam::HANDLE_INFINITY);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor1(
|
||||
new SmartFactor(model, sharedK2, boost::none, params));
|
||||
new SmartFactor(model, sharedK2, params));
|
||||
smartFactor1->add(measurements_cam1, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor2(
|
||||
new SmartFactor(model, sharedK2, boost::none, params));
|
||||
new SmartFactor(model, sharedK2, params));
|
||||
smartFactor2->add(measurements_cam2, views);
|
||||
|
||||
const SharedDiagonal noisePrior = noiseModel::Isotropic::Sigma(6, 0.10);
|
||||
|
@ -1014,10 +971,7 @@ TEST( SmartProjectionPoseFactor, 3poses_rotation_only_smart_projection_factor )
|
|||
// this test considers a condition in which the cheirality constraint is triggered
|
||||
using namespace vanillaPose;
|
||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
views.push_back(x3);
|
||||
KeyVector views {x1, x2, x3};
|
||||
|
||||
// Two different cameras, at the same position, but different rotations
|
||||
Pose3 pose2 = level_pose
|
||||
|
@ -1038,15 +992,15 @@ TEST( SmartProjectionPoseFactor, 3poses_rotation_only_smart_projection_factor )
|
|||
params.setDegeneracyMode(gtsam::ZERO_ON_DEGENERACY);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor1(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor1->add(measurements_cam1, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor2(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor2->add(measurements_cam2, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor3(
|
||||
new SmartFactor(model, sharedK, boost::none, params));
|
||||
new SmartFactor(model, sharedK, params));
|
||||
smartFactor3->add(measurements_cam3, views);
|
||||
|
||||
const SharedDiagonal noisePrior = noiseModel::Isotropic::Sigma(6, 0.10);
|
||||
|
@ -1099,9 +1053,7 @@ TEST( SmartProjectionPoseFactor, Hessian ) {
|
|||
|
||||
using namespace vanillaPose2;
|
||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
KeyVector views {x1, x2};
|
||||
|
||||
// Project three landmarks into 2 cameras
|
||||
Point2 cam1_uv1 = cam1.project(landmark1);
|
||||
|
@ -1133,10 +1085,7 @@ TEST( SmartProjectionPoseFactor, HessianWithRotation ) {
|
|||
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using namespace vanillaPose;
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KeyVector views;
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views.push_back(x1);
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views.push_back(x2);
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views.push_back(x3);
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||||
KeyVector views {x1, x2, x3};
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Point2Vector measurements_cam1, measurements_cam2, measurements_cam3;
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||||
|
@ -1186,10 +1135,7 @@ TEST( SmartProjectionPoseFactor, HessianWithRotationDegenerate ) {
|
|||
|
||||
using namespace vanillaPose2;
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||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
views.push_back(x3);
|
||||
KeyVector views {x1, x2, x3};
|
||||
|
||||
// All cameras have the same pose so will be degenerate !
|
||||
Camera cam2(level_pose, sharedK2);
|
||||
|
@ -1241,7 +1187,7 @@ TEST( SmartProjectionPoseFactor, ConstructorWithCal3Bundler) {
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|||
using namespace bundlerPose;
|
||||
SmartProjectionParams params;
|
||||
params.setDegeneracyMode(gtsam::ZERO_ON_DEGENERACY);
|
||||
SmartFactor factor(model, sharedBundlerK, boost::none, params);
|
||||
SmartFactor factor(model, sharedBundlerK, params);
|
||||
factor.add(measurement1, x1);
|
||||
}
|
||||
|
||||
|
@ -1260,10 +1206,7 @@ TEST( SmartProjectionPoseFactor, Cal3Bundler ) {
|
|||
projectToMultipleCameras(cam1, cam2, cam3, landmark2, measurements_cam2);
|
||||
projectToMultipleCameras(cam1, cam2, cam3, landmark3, measurements_cam3);
|
||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
views.push_back(x3);
|
||||
KeyVector views {x1, x2, x3};
|
||||
|
||||
SmartFactor::shared_ptr smartFactor1(new SmartFactor(model, sharedBundlerK));
|
||||
smartFactor1->add(measurements_cam1, views);
|
||||
|
@ -1309,10 +1252,7 @@ TEST( SmartProjectionPoseFactor, Cal3BundlerRotationOnly ) {
|
|||
|
||||
using namespace bundlerPose;
|
||||
|
||||
KeyVector views;
|
||||
views.push_back(x1);
|
||||
views.push_back(x2);
|
||||
views.push_back(x3);
|
||||
KeyVector views {x1, x2, x3};
|
||||
|
||||
// Two different cameras
|
||||
Pose3 pose2 = level_pose
|
||||
|
@ -1336,15 +1276,15 @@ TEST( SmartProjectionPoseFactor, Cal3BundlerRotationOnly ) {
|
|||
params.setDegeneracyMode(gtsam::ZERO_ON_DEGENERACY);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor1(
|
||||
new SmartFactor(model, sharedBundlerK, boost::none, params));
|
||||
new SmartFactor(model, sharedBundlerK, params));
|
||||
smartFactor1->add(measurements_cam1, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor2(
|
||||
new SmartFactor(model, sharedBundlerK, boost::none, params));
|
||||
new SmartFactor(model, sharedBundlerK, params));
|
||||
smartFactor2->add(measurements_cam2, views);
|
||||
|
||||
SmartFactor::shared_ptr smartFactor3(
|
||||
new SmartFactor(model, sharedBundlerK, boost::none, params));
|
||||
new SmartFactor(model, sharedBundlerK, params));
|
||||
smartFactor3->add(measurements_cam3, views);
|
||||
|
||||
const SharedDiagonal noisePrior = noiseModel::Isotropic::Sigma(6, 0.10);
|
||||
|
@ -1405,7 +1345,7 @@ TEST(SmartProjectionPoseFactor, serialize) {
|
|||
using namespace gtsam::serializationTestHelpers;
|
||||
SmartProjectionParams params;
|
||||
params.setRankTolerance(rankTol);
|
||||
SmartFactor factor(model, sharedK, boost::none, params);
|
||||
SmartFactor factor(model, sharedK, params);
|
||||
|
||||
EXPECT(equalsObj(factor));
|
||||
EXPECT(equalsXML(factor));
|
||||
|
|
Loading…
Reference in New Issue