posit.h

Go to the documentation of this file.

/* +------------------------------------------------------------------------+
   |                     Mobile Robot Programming Toolkit (MRPT)            |
   |                          http://www.mrpt.org/                          |
   |                                                                        |
   | Copyright (c) 2005-2018, Individual contributors, see AUTHORS file     |
   | See: http://www.mrpt.org/Authors - All rights reserved.                |
   | Released under BSD License. See details in http://www.mrpt.org/License |
   +------------------------------------------------------------------------+ */

#include <mrpt/math/types_math.h>  // Eigen must be included first via MRPT to enable the plugin system
#include <Eigen/Dense>
#include <Eigen/SVD>

#include <iostream>

#define LOOP_MAX_COUNT 30

namespace mrpt::vision::pnp
{
/** \addtogroup pnp Perspective-n-Point pose estimation
 *  \ingroup mrpt_vision_grp
 *  @{
 */

/**
 * @class POSIT
 * @author Chandra Mangipudi
 * @date 10/08/16
 * @file posit.h
 * @brief Pose from Orthogonality and Scaling (POSIT) - Eigen Implementation
 */
class posit
{
    Eigen::MatrixXd obj_pts;  //! Object Points in Camera Co-ordinate system
    Eigen::MatrixXd img_pts;  //! Image Points in pixels
    Eigen::MatrixXd cam_intrinsic;  //! Camera Intrinsic matrix
    Eigen::MatrixXd obj_matrix;  //! Pseudo-Inverse of Object Points matrix

    double f;  //! Focal Length from camera intrinsic matrix
    Eigen::VectorXd epsilons;  //! Co-efficients used for scaling
    int n;  //! Number of 2d/3d correspondences

    Eigen::MatrixXd R;  //! Rotation Matrix
    Eigen::VectorXd t;  //! Translation Vector

    Eigen::MatrixXd obj_vecs;  //! Object Points relative to 1st object point
    Eigen::MatrixXd img_vecs;  //! Image Points relative to 1st image point
    Eigen::MatrixXd
        img_vecs_old;  //! Used to store img_vecs from previous iteration

   public:
    //! Constructor for P-PnP class
    posit(
        Eigen::MatrixXd obj_pts_, Eigen::MatrixXd img_pts_,
        Eigen::MatrixXd camera_intrinsic_, int n);

    /**
     * @brief Function used to compute pose from orthogonality
     */
    void POS();

    /**
     * @brief Computes pose using iterative computation of @func POS()
     * @param[out] R_
     * @param[out] t_
     * @return true on success
     */
    bool compute_pose(
        Eigen::Ref<Eigen::Matrix3d> R_, Eigen::Ref<Eigen::Vector3d> t_);

    /**
     * @brief Function to check for convergence
     * @return Representative value of error
     */
    long get_img_diff();
};

/** @}  */  // end of grouping
}