ProjectionFactor.h

Go to the documentation of this file.

/* ----------------------------------------------------------------------------

 * GTSAM Copyright 2010, Georgia Tech Research Corporation,
 * Atlanta, Georgia 30332-0415
 * All Rights Reserved
 * Authors: Frank Dellaert, et al. (see THANKS for the full author list)

 * See LICENSE for the license information

 * -------------------------------------------------------------------------- */

#pragma once

#include <gtsam/nonlinear/NonlinearFactor.h>
#include <gtsam/geometry/SimpleCamera.h>
#include <boost/optional.hpp>

namespace gtsam {

  template<class POSE, class LANDMARK, class CALIBRATION = Cal3_S2>
  class GenericProjectionFactor: public NoiseModelFactor2<POSE, LANDMARK> {
  protected:

    // Keep a copy of measurement and calibration for I/O
    Point2 measured_;                    
    boost::shared_ptr<CALIBRATION> K_;  
    boost::optional<POSE> body_P_sensor_; 

    // verbosity handling for Cheirality Exceptions
    bool throwCheirality_; 
    bool verboseCheirality_; 

  public:

    typedef NoiseModelFactor2<POSE, LANDMARK> Base;

    typedef GenericProjectionFactor<POSE, LANDMARK, CALIBRATION> This;

    typedef boost::shared_ptr<This> shared_ptr;

  GenericProjectionFactor() :
      measured_(0, 0), throwCheirality_(false), verboseCheirality_(false) {
  }

    GenericProjectionFactor(const Point2& measured, const SharedNoiseModel& model,
        Key poseKey, Key pointKey, const boost::shared_ptr<CALIBRATION>& K,
        boost::optional<POSE> body_P_sensor = boost::none) :
          Base(model, poseKey, pointKey), measured_(measured), K_(K), body_P_sensor_(body_P_sensor),
          throwCheirality_(false), verboseCheirality_(false) {}

    GenericProjectionFactor(const Point2& measured, const SharedNoiseModel& model,
        Key poseKey, Key pointKey, const boost::shared_ptr<CALIBRATION>& K,
        bool throwCheirality, bool verboseCheirality,
        boost::optional<POSE> body_P_sensor = boost::none) :
          Base(model, poseKey, pointKey), measured_(measured), K_(K), body_P_sensor_(body_P_sensor),
          throwCheirality_(throwCheirality), verboseCheirality_(verboseCheirality) {}

    virtual ~GenericProjectionFactor() {}

    virtual gtsam::NonlinearFactor::shared_ptr clone() const {
      return boost::static_pointer_cast<gtsam::NonlinearFactor>(
          gtsam::NonlinearFactor::shared_ptr(new This(*this))); }

    void print(const std::string& s = "", const KeyFormatter& keyFormatter = DefaultKeyFormatter) const {
      std::cout << s << "GenericProjectionFactor, z = ";
      traits<Point2>::Print(measured_);
      if(this->body_P_sensor_)
        this->body_P_sensor_->print("  sensor pose in body frame: ");
      Base::print("", keyFormatter);
    }

    virtual bool equals(const NonlinearFactor& p, double tol = 1e-9) const {
      const This *e = dynamic_cast<const This*>(&p);
      return e
          && Base::equals(p, tol)
          && traits<Point2>::Equals(this->measured_, e->measured_, tol)
          && this->K_->equals(*e->K_, tol)
          && ((!body_P_sensor_ && !e->body_P_sensor_) || (body_P_sensor_ && e->body_P_sensor_ && body_P_sensor_->equals(*e->body_P_sensor_)));
    }

    Vector evaluateError(const Pose3& pose, const Point3& point,
        boost::optional<Matrix&> H1 = boost::none, boost::optional<Matrix&> H2 = boost::none) const {
      try {
        if(body_P_sensor_) {
          if(H1) {
            gtsam::Matrix H0;
            PinholeCamera<CALIBRATION> camera(pose.compose(*body_P_sensor_, H0), *K_);
            Point2 reprojectionError(camera.project(point, H1, H2, boost::none) - measured_);
            *H1 = *H1 * H0;
            return reprojectionError;
          } else {
            PinholeCamera<CALIBRATION> camera(pose.compose(*body_P_sensor_), *K_);
            return camera.project(point, H1, H2, boost::none) - measured_;
          }
        } else {
          PinholeCamera<CALIBRATION> camera(pose, *K_);
          return camera.project(point, H1, H2, boost::none) - measured_;
        }
      } catch( CheiralityException& e) {
        if (H1) *H1 = Matrix::Zero(2,6);
        if (H2) *H2 = Matrix::Zero(2,3);
        if (verboseCheirality_)
          std::cout << e.what() << ": Landmark "<< DefaultKeyFormatter(this->key2()) <<
              " moved behind camera " << DefaultKeyFormatter(this->key1()) << std::endl;
        if (throwCheirality_)
          throw CheiralityException(this->key2());
      }
      return Vector2::Constant(2.0 * K_->fx());
    }

    const Point2& measured() const {
      return measured_;
    }

    inline const boost::shared_ptr<CALIBRATION> calibration() const {
      return K_;
    }

    inline bool verboseCheirality() const { return verboseCheirality_; }

    inline bool throwCheirality() const { return throwCheirality_; }

  private:

    friend class boost::serialization::access;
    template<class ARCHIVE>
    void serialize(ARCHIVE & ar, const unsigned int /*version*/) {
      ar & BOOST_SERIALIZATION_BASE_OBJECT_NVP(Base);
      ar & BOOST_SERIALIZATION_NVP(measured_);
      ar & BOOST_SERIALIZATION_NVP(K_);
      ar & BOOST_SERIALIZATION_NVP(body_P_sensor_);
      ar & BOOST_SERIALIZATION_NVP(throwCheirality_);
      ar & BOOST_SERIALIZATION_NVP(verboseCheirality_);
    }

  public:
    EIGEN_MAKE_ALIGNED_OPERATOR_NEW
};

  template<class POSE, class LANDMARK, class CALIBRATION>
  struct traits<GenericProjectionFactor<POSE, LANDMARK, CALIBRATION> > :
      public Testable<GenericProjectionFactor<POSE, LANDMARK, CALIBRATION> > {
  };

} // \ namespace gtsam