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1 #ifndef epnp_h
2 #define epnp_h
3 
4 #include "precomp.hpp"
5 #include "opencv2/core/core_c.h"
6 
7 namespace cv
8 {
9 
10 class epnp {
11  public:
12   epnp(const cv::Mat& cameraMatrix, const cv::Mat& opoints, const cv::Mat& ipoints);
13   ~epnp();
14 
15   void add_correspondence(const double X, const double Y, const double Z,
16               const double u, const double v);
17 
18   void compute_pose(cv::Mat& R, cv::Mat& t);
19  private:
20   epnp(const epnp &); // copy disabled
21   epnp& operator=(const epnp &); // assign disabled
22   template <typename T>
init_camera_parameters(const cv::Mat & cameraMatrix)23   void init_camera_parameters(const cv::Mat& cameraMatrix)
24   {
25     uc = cameraMatrix.at<T> (0, 2);
26     vc = cameraMatrix.at<T> (1, 2);
27     fu = cameraMatrix.at<T> (0, 0);
28     fv = cameraMatrix.at<T> (1, 1);
29   }
30   template <typename OpointType, typename IpointType>
init_points(const cv::Mat & opoints,const cv::Mat & ipoints)31   void init_points(const cv::Mat& opoints, const cv::Mat& ipoints)
32   {
33       for(int i = 0; i < number_of_correspondences; i++)
34       {
35           pws[3 * i    ] = opoints.at<OpointType>(i).x;
36           pws[3 * i + 1] = opoints.at<OpointType>(i).y;
37           pws[3 * i + 2] = opoints.at<OpointType>(i).z;
38 
39           us[2 * i    ] = ipoints.at<IpointType>(i).x*fu + uc;
40           us[2 * i + 1] = ipoints.at<IpointType>(i).y*fv + vc;
41       }
42   }
43   double reprojection_error(const double R[3][3], const double t[3]);
44   void choose_control_points(void);
45   void compute_barycentric_coordinates(void);
46   void fill_M(CvMat * M, const int row, const double * alphas, const double u, const double v);
47   void compute_ccs(const double * betas, const double * ut);
48   void compute_pcs(void);
49 
50   void solve_for_sign(void);
51 
52   void find_betas_approx_1(const CvMat * L_6x10, const CvMat * Rho, double * betas);
53   void find_betas_approx_2(const CvMat * L_6x10, const CvMat * Rho, double * betas);
54   void find_betas_approx_3(const CvMat * L_6x10, const CvMat * Rho, double * betas);
55   void qr_solve(CvMat * A, CvMat * b, CvMat * X);
56 
57   double dot(const double * v1, const double * v2);
58   double dist2(const double * p1, const double * p2);
59 
60   void compute_rho(double * rho);
61   void compute_L_6x10(const double * ut, double * l_6x10);
62 
63   void gauss_newton(const CvMat * L_6x10, const CvMat * Rho, double current_betas[4]);
64   void compute_A_and_b_gauss_newton(const double * l_6x10, const double * rho,
65                     const double cb[4], CvMat * A, CvMat * b);
66 
67   double compute_R_and_t(const double * ut, const double * betas,
68              double R[3][3], double t[3]);
69 
70   void estimate_R_and_t(double R[3][3], double t[3]);
71 
72   void copy_R_and_t(const double R_dst[3][3], const double t_dst[3],
73             double R_src[3][3], double t_src[3]);
74 
75 
76   double uc, vc, fu, fv;
77 
78   std::vector<double> pws, us, alphas, pcs;
79   int number_of_correspondences;
80 
81   double cws[4][3], ccs[4][3];
82   int max_nr;
83   double * A1, * A2;
84 };
85 
86 }
87 
88 #endif
89