add a ternary sfm projection factor for (pose,point,calibration)
parent
2c088b6a72
commit
c67cd8098d
|
@ -22,6 +22,7 @@
|
||||||
|
|
||||||
#include <gtsam/nonlinear/NonlinearFactor.h>
|
#include <gtsam/nonlinear/NonlinearFactor.h>
|
||||||
#include <gtsam/geometry/CalibratedCamera.h>
|
#include <gtsam/geometry/CalibratedCamera.h>
|
||||||
|
#include <gtsam/geometry/PinholeCamera.h>
|
||||||
#include <gtsam/geometry/Point2.h>
|
#include <gtsam/geometry/Point2.h>
|
||||||
#include <gtsam/geometry/Point3.h>
|
#include <gtsam/geometry/Point3.h>
|
||||||
|
|
||||||
|
@ -31,8 +32,7 @@ namespace gtsam {
|
||||||
* Non-linear factor for a constraint derived from a 2D measurement. The calibration is unknown here compared to GenericProjectionFactor
|
* Non-linear factor for a constraint derived from a 2D measurement. The calibration is unknown here compared to GenericProjectionFactor
|
||||||
*/
|
*/
|
||||||
template <class CAMERA, class LANDMARK>
|
template <class CAMERA, class LANDMARK>
|
||||||
class GeneralSFMFactor:
|
class GeneralSFMFactor: public NoiseModelFactor2<CAMERA, LANDMARK> {
|
||||||
public NoiseModelFactor2<CAMERA, LANDMARK> {
|
|
||||||
protected:
|
protected:
|
||||||
Point2 measured_; ///< the 2D measurement
|
Point2 measured_; ///< the 2D measurement
|
||||||
|
|
||||||
|
@ -115,4 +115,92 @@ namespace gtsam {
|
||||||
}
|
}
|
||||||
};
|
};
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Non-linear factor for a constraint derived from a 2D measurement.
|
||||||
|
* Compared to GeneralSFMFactor, it is a ternary-factor because the calibration is isolated from camera..
|
||||||
|
*/
|
||||||
|
template <class CALIBRATION>
|
||||||
|
class GeneralSFMFactor2: public NoiseModelFactor3<Pose3, Point3, CALIBRATION> {
|
||||||
|
protected:
|
||||||
|
Point2 measured_; ///< the 2D measurement
|
||||||
|
|
||||||
|
public:
|
||||||
|
|
||||||
|
typedef GeneralSFMFactor2<CALIBRATION> This;
|
||||||
|
typedef PinholeCamera<CALIBRATION> Camera; ///< typedef for camera type
|
||||||
|
typedef NoiseModelFactor3<Pose3, Point3, CALIBRATION> Base; ///< typedef for the base class
|
||||||
|
typedef Point2 Measurement; ///< typedef for the measurement
|
||||||
|
|
||||||
|
// shorthand for a smart pointer to a factor
|
||||||
|
typedef boost::shared_ptr<This> shared_ptr;
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Constructor
|
||||||
|
* @param z is the 2 dimensional location of point in image (the measurement)
|
||||||
|
* @param model is the standard deviation of the measurements
|
||||||
|
* @param i is basically the frame number
|
||||||
|
* @param j is the index of the landmark
|
||||||
|
*/
|
||||||
|
GeneralSFMFactor2(const Point2& measured, const SharedNoiseModel& model, Key poseKey, Key landmarkKey, Key calibKey) :
|
||||||
|
Base(model, poseKey, landmarkKey, calibKey), measured_(measured) {}
|
||||||
|
|
||||||
|
virtual ~GeneralSFMFactor2() {} ///< destructor
|
||||||
|
|
||||||
|
/// @return a deep copy of this factor
|
||||||
|
virtual gtsam::NonlinearFactor::shared_ptr clone() const {
|
||||||
|
return boost::static_pointer_cast<gtsam::NonlinearFactor>(
|
||||||
|
gtsam::NonlinearFactor::shared_ptr(new This(*this))); }
|
||||||
|
|
||||||
|
/**
|
||||||
|
* print
|
||||||
|
* @param s optional string naming the factor
|
||||||
|
*/
|
||||||
|
void print(const std::string& s = "SFMFactor2", const KeyFormatter& keyFormatter = DefaultKeyFormatter) const {
|
||||||
|
Base::print(s, keyFormatter);
|
||||||
|
measured_.print(s + ".z");
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* equals
|
||||||
|
*/
|
||||||
|
bool equals(const NonlinearFactor &p, double tol = 1e-9) const {
|
||||||
|
const This* e = dynamic_cast<const This*>(&p);
|
||||||
|
return e && Base::equals(p, tol) && this->measured_.equals(e->measured_, tol) ;
|
||||||
|
}
|
||||||
|
|
||||||
|
/** h(x)-z */
|
||||||
|
Vector evaluateError(const Pose3& pose3, const Point3& point, const CALIBRATION &calib,
|
||||||
|
boost::optional<Matrix&> H1=boost::none,
|
||||||
|
boost::optional<Matrix&> H2=boost::none,
|
||||||
|
boost::optional<Matrix&> H3=boost::none) const
|
||||||
|
{
|
||||||
|
try {
|
||||||
|
Camera camera(pose3,calib);
|
||||||
|
Point2 reprojError(camera.project(point, H1, H2, H3) - measured_);
|
||||||
|
return reprojError.vector();
|
||||||
|
}
|
||||||
|
catch( CheiralityException& e) {
|
||||||
|
if (H1) *H1 = zeros(2, pose3.dim());
|
||||||
|
if (H2) *H2 = zeros(2, point.dim());
|
||||||
|
if (H3) *H3 = zeros(2, calib.dim());
|
||||||
|
}
|
||||||
|
return zero(2);
|
||||||
|
}
|
||||||
|
|
||||||
|
/** return the measured */
|
||||||
|
inline const Point2 measured() const {
|
||||||
|
return measured_;
|
||||||
|
}
|
||||||
|
|
||||||
|
private:
|
||||||
|
/** Serialization function */
|
||||||
|
friend class boost::serialization::access;
|
||||||
|
template<class Archive>
|
||||||
|
void serialize(Archive & ar, const unsigned int version) {
|
||||||
|
ar & BOOST_SERIALIZATION_NVP(measured_);
|
||||||
|
}
|
||||||
|
};
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
} //namespace
|
} //namespace
|
||||||
|
|
Loading…
Reference in New Issue