Drastically simplified by passing cameras
parent
f3ee25f1a8
commit
a7f98a8316
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@ -31,15 +31,19 @@ namespace gtsam {
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* TODO: even better, make GTSAM designate certain variables as constant
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* TODO: even better, make GTSAM designate certain variables as constant
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* @addtogroup SLAM
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* @addtogroup SLAM
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*/
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*/
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template<class POSE, class LANDMARK, class CALIBRATION = Cal3_S2>
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template<class CALIBRATION = Cal3_S2>
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class TriangulationFactor: public NoiseModelFactor1<LANDMARK> {
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class TriangulationFactor: public NoiseModelFactor1<Point3> {
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public:
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/// Camera type
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typedef PinholeCamera<CALIBRATION> Camera;
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protected:
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protected:
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// Keep a copy of measurement and calibration for I/O
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// Keep a copy of measurement and calibration for I/O
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const Pose3 pose_; ///< Pose where this landmark was seen
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const Camera camera_; ///< Camera in which this landmark was seen
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const Point2 measured_; ///< 2D measurement
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const Point2 measured_; ///< 2D measurement
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boost::shared_ptr<CALIBRATION> K_; ///< shared pointer to calibration object
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boost::optional<POSE> body_P_sensor_; ///< The pose of the sensor in the body frame
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// verbosity handling for Cheirality Exceptions
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// verbosity handling for Cheirality Exceptions
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const bool throwCheirality_; ///< If true, rethrows Cheirality exceptions (default: false)
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const bool throwCheirality_; ///< If true, rethrows Cheirality exceptions (default: false)
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@ -48,10 +52,10 @@ protected:
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public:
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public:
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/// shorthand for base class type
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/// shorthand for base class type
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typedef NoiseModelFactor1<LANDMARK> Base;
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typedef NoiseModelFactor1<Point3> Base;
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/// shorthand for this class
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/// shorthand for this class
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typedef TriangulationFactor<POSE, LANDMARK, CALIBRATION> This;
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typedef TriangulationFactor<CALIBRATION> This;
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/// shorthand for a smart pointer to a factor
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/// shorthand for a smart pointer to a factor
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typedef boost::shared_ptr<This> shared_ptr;
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typedef boost::shared_ptr<This> shared_ptr;
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@ -61,43 +65,20 @@ public:
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throwCheirality_(false), verboseCheirality_(false) {
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throwCheirality_(false), verboseCheirality_(false) {
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}
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}
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/**
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* Constructor
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* TODO: Mark argument order standard (keys, measurement, parameters)
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* @param measured is the 2 dimensional location of point in image (the measurement)
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* @param model is the standard deviation
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* @param poseKey is the index of the camera
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* @param pointKey is the index of the landmark
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* @param K shared pointer to the constant calibration
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* @param body_P_sensor is the transform from body to sensor frame (default identity)
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*/
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TriangulationFactor(const Pose3& pose, const Point2& measured,
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const SharedNoiseModel& model, Key pointKey,
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const boost::shared_ptr<CALIBRATION>& K,
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boost::optional<POSE> body_P_sensor = boost::none) :
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Base(model, pointKey), pose_(pose), measured_(measured), K_(K), body_P_sensor_(
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body_P_sensor), throwCheirality_(false), verboseCheirality_(false) {
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}
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/**
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/**
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* Constructor with exception-handling flags
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* Constructor with exception-handling flags
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* TODO: Mark argument order standard (keys, measurement, parameters)
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* @param camera is the camera in which unknown landmark is seen
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* @param measured is the 2 dimensional location of point in image (the measurement)
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* @param measured is the 2 dimensional location of point in image (the measurement)
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* @param model is the standard deviation
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* @param model is the standard deviation
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* @param poseKey is the index of the camera
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* @param pointKey is the index of the landmark
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* @param pointKey is the index of the landmark
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* @param K shared pointer to the constant calibration
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* @param throwCheirality determines whether Cheirality exceptions are rethrown
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* @param throwCheirality determines whether Cheirality exceptions are rethrown
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* @param verboseCheirality determines whether exceptions are printed for Cheirality
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* @param verboseCheirality determines whether exceptions are printed for Cheirality
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* @param body_P_sensor is the transform from body to sensor frame (default identity)
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*/
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*/
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TriangulationFactor(const Pose3& pose, const Point2& measured,
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TriangulationFactor(const Camera& camera, const Point2& measured,
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const SharedNoiseModel& model, Key poseKey, Key pointKey,
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const SharedNoiseModel& model, Key pointKey, bool throwCheirality = false,
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const boost::shared_ptr<CALIBRATION>& K, bool throwCheirality,
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bool verboseCheirality = false) :
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bool verboseCheirality, boost::optional<POSE> body_P_sensor = boost::none) :
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Base(model, pointKey), camera_(camera), measured_(measured), throwCheirality_(
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Base(model, pointKey), pose_(pose), measured_(measured), K_(K), body_P_sensor_(
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throwCheirality), verboseCheirality_(verboseCheirality) {
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body_P_sensor), throwCheirality_(throwCheirality), verboseCheirality_(
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verboseCheirality) {
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}
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}
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/** Virtual destructor */
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/** Virtual destructor */
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@ -117,39 +98,25 @@ public:
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*/
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*/
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void print(const std::string& s = "", const KeyFormatter& keyFormatter =
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void print(const std::string& s = "", const KeyFormatter& keyFormatter =
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DefaultKeyFormatter) const {
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DefaultKeyFormatter) const {
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std::cout << s << "TriangulationFactor, z = ";
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std::cout << s << "TriangulationFactor,";
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measured_.print();
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camera_.print("camera");
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if (this->body_P_sensor_)
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measured_.print("z");
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this->body_P_sensor_->print(" sensor pose in body frame: ");
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Base::print("", keyFormatter);
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Base::print("", keyFormatter);
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}
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}
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/// equals
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/// equals
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virtual bool equals(const NonlinearFactor& p, double tol = 1e-9) const {
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virtual bool equals(const NonlinearFactor& p, double tol = 1e-9) const {
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const This *e = dynamic_cast<const This*>(&p);
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const This *e = dynamic_cast<const This*>(&p);
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return e && Base::equals(p, tol)
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return e && Base::equals(p, tol) && this->camera_.equals(e->camera_, tol)
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&& this->measured_.equals(e->measured_, tol)
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&& this->measured_.equals(e->measured_, tol);
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&& this->K_->equals(*e->K_, tol)
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&& ((!body_P_sensor_ && !e->body_P_sensor_)
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|| (body_P_sensor_ && e->body_P_sensor_
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&& body_P_sensor_->equals(*e->body_P_sensor_)));
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}
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}
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/// Evaluate error h(x)-z and optionally derivatives
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/// Evaluate error h(x)-z and optionally derivatives
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Vector evaluateError(const Point3& point, boost::optional<Matrix&> H2 =
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Vector evaluateError(const Point3& point, boost::optional<Matrix&> H2 =
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boost::none) const {
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boost::none) const {
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try {
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try {
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if (body_P_sensor_) {
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Point2 error(camera_.project(point, boost::none, H2) - measured_);
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PinholeCamera<CALIBRATION> camera(pose_.compose(*body_P_sensor_), *K_);
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return error.vector();
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Point2 reprojectionError(
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camera.project(point, boost::none, H2) - measured_);
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return reprojectionError.vector();
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} else {
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PinholeCamera<CALIBRATION> camera(pose_, *K_);
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Point2 reprojectionError(
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camera.project(point, boost::none, H2) - measured_);
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return reprojectionError.vector();
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}
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} catch (CheiralityException& e) {
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} catch (CheiralityException& e) {
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if (H2)
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if (H2)
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*H2 = zeros(2, 3);
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*H2 = zeros(2, 3);
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@ -159,8 +126,8 @@ public:
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<< std::endl;
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<< std::endl;
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if (throwCheirality_)
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if (throwCheirality_)
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throw e;
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throw e;
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return ones(2) * 2.0 * camera_.calibration().fx();
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}
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}
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return ones(2) * 2.0 * K_->fx();
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}
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}
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/** return the measurement */
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/** return the measurement */
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@ -168,11 +135,6 @@ public:
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return measured_;
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return measured_;
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}
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}
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/** return the calibration object */
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inline const boost::shared_ptr<CALIBRATION> calibration() const {
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return K_;
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}
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/** return verbosity */
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/** return verbosity */
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inline bool verboseCheirality() const {
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inline bool verboseCheirality() const {
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return verboseCheirality_;
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return verboseCheirality_;
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@ -190,9 +152,8 @@ private:
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template<class ARCHIVE>
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template<class ARCHIVE>
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void serialize(ARCHIVE & ar, const unsigned int version) {
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void serialize(ARCHIVE & ar, const unsigned int version) {
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ar & BOOST_SERIALIZATION_BASE_OBJECT_NVP(Base);
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ar & BOOST_SERIALIZATION_BASE_OBJECT_NVP(Base);
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ar & BOOST_SERIALIZATION_NVP(camera_);
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ar & BOOST_SERIALIZATION_NVP(measured_);
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ar & BOOST_SERIALIZATION_NVP(measured_);
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ar & BOOST_SERIALIZATION_NVP(K_);
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ar & BOOST_SERIALIZATION_NVP(body_P_sensor_);
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ar & BOOST_SERIALIZATION_NVP(throwCheirality_);
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ar & BOOST_SERIALIZATION_NVP(throwCheirality_);
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ar & BOOST_SERIALIZATION_NVP(verboseCheirality_);
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ar & BOOST_SERIALIZATION_NVP(verboseCheirality_);
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}
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}
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@ -450,8 +411,8 @@ TEST( triangulation, TriangulationFactor ) {
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// Create the factor with a measurement that is 3 pixels off in x
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// Create the factor with a measurement that is 3 pixels off in x
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Key pointKey(1);
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Key pointKey(1);
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SharedNoiseModel model;
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SharedNoiseModel model;
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typedef TriangulationFactor<Pose3, Point3> Factor;
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typedef TriangulationFactor<> Factor;
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Factor factor(pose1, z1, model, pointKey, sharedCal);
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Factor factor(camera1, z1, model, pointKey, sharedCal);
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// Use the factor to calculate the Jacobians
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// Use the factor to calculate the Jacobians
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Matrix HActual;
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Matrix HActual;
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