// Copyright (c) 2009, V. Lepetit, EPFL // All rights reserved. // Redistribution and use in source and binary forms, with or without // modification, are permitted provided that the following conditions are met: // 1. Redistributions of source code must retain the above copyright notice, this // list of conditions and the following disclaimer. // 2. Redistributions in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other materials provided with the distribution. // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND // ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED // WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE // DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR // ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES // (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; // LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND // ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT // (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS // SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. // The views and conclusions contained in the software and documentation are those // of the authors and should not be interpreted as representing official policies, // either expressed or implied, of the FreeBSD Project. #include "epnp.h" #include "math.h" #include "stdio.h" #include "time.h" const double uc = 320; const double vc = 240; const double fu = 800; const double fv = 800; // MtM takes more time than 12x12 opencv SVD with about 180 points and more: const int n = 10; const double noise = 10; double epnp_rand(double min, double max) { return min + (max - min) * (double)(rand()) / RAND_MAX; } void random_pose(double R[3][3], double t[3]) { const double range = 1; double phi = epnp_rand(0, range * 3.14159 * 2); double theta = epnp_rand(0, range * 3.14159); double psi = epnp_rand(0, range * 3.14159 * 2); R[0][0] = cos(psi) * cos(phi) - cos(theta) * sin(phi) * sin(psi); R[0][1] = cos(psi) * sin(phi) + cos(theta) * cos(phi) * sin(psi); R[0][2] = sin(psi) * sin(theta); R[1][0] = -sin(psi) * cos(phi) - cos(theta) * sin(phi) * cos(psi); R[1][1] = -sin(psi) * sin(phi) + cos(theta) * cos(phi) * cos(psi); R[1][2] = cos(psi) * sin(theta); R[2][0] = sin(theta) * sin(phi); R[2][1] = -sin(theta) * cos(phi); R[2][2] = cos(theta); t[0] = 0.0f; t[1] = 0.0f; t[2] = 6.0f; } void random_point(double *Xw, double *Yw, double *Zw) { double theta = epnp_rand(0, 3.14159), phi = epnp_rand(0, 2 * 3.14159), R = epnp_rand(0, +2); *Xw = sin(theta) * sin(phi) * R; *Yw = -sin(theta) * cos(phi) * R; *Zw = cos(theta) * R; } void project_with_noise(double R[3][3], double t[3], double Xw, double Yw, double Zw, double *u, double *v) { double Xc = R[0][0] * Xw + R[0][1] * Yw + R[0][2] * Zw + t[0]; double Yc = R[1][0] * Xw + R[1][1] * Yw + R[1][2] * Zw + t[1]; double Zc = R[2][0] * Xw + R[2][1] * Yw + R[2][2] * Zw + t[2]; double nu = epnp_rand(-noise, +noise); double nv = epnp_rand(-noise, +noise); *u = uc + fu * Xc / Zc + nu; *v = vc + fv * Yc / Zc + nv; } int main(int argc, char **argv) { epnp PnP = {}; srand(0); epnp_set_internal_parameters(&PnP, uc, vc, fu, fv); epnp_set_maximum_number_of_correspondences(&PnP, n); double R_true[3][3], t_true[3]; random_pose(R_true, t_true); epnp_reset_correspondences(&PnP); for (int i = 0; i < n; i++) { double Xw, Yw, Zw, u, v; random_point(&Xw, &Yw, &Zw); printf("%f %f %f\n", Xw, Yw, Zw); project_with_noise(R_true, t_true, Xw, Yw, Zw, &u, &v); epnp_add_correspondence(&PnP, Xw, Yw, Zw, u, v); } printf("\n"); double R_est[3][3], t_est[3]; double err2 = epnp_compute_pose(&PnP, R_est, t_est); double rot_err, transl_err; relative_error(&rot_err, &transl_err, R_true, t_true, R_est, t_est); printf("Reprojection error: %g\n", err2); printf("rot_err: %g, %g \n", rot_err, transl_err); printf("\n"); printf("'True reprojection error': %g\n\n", epnp_reprojection_error(&PnP, R_true, t_true)); printf("True pose:\n"); print_pose(R_true, t_true); printf("\n"); printf("Found pose:\n"); print_pose(R_est, t_est); return 0; }