#include "opencv2/ccalib/omnidir.hpp" #include "opencv2/core.hpp" #include "opencv2/imgproc.hpp" #include "opencv2/calib3d.hpp" #include "opencv2/highgui.hpp" #include <vector> #include <iostream> #include <string> #include <time.h> using namespace cv; using namespace std; const char * usage = "\n example command line for omnidirectional camera calibration.\n" " omni_calibration -w 6 -h 9 -sw 80 -sh 80 imagelist.xml \n" " \n" " the file imagelist.xml is generated by imagelist_creator as\n" "imagelist_creator imagelist.xml *.*"; static void help() { printf("\n This is a sample for omnidirectional camera calibration.\n" "Usage: omni_calibration\n" " -w <board_width> # the number of inner corners per one of board dimension\n" " -h <board_height> # the number of inner corners per another board dimension\n" " [-sw <square_width>] # the width of square in some user-defined units (1 by default)\n" " [-sh <square_height>] # the height of square in some user-defined units (1 by default)\n" " [-o <out_camera_params>] # the output filename for intrinsic [and extrinsic] parameters\n" " [-fs <fix_skew>] # fix skew\n" " [-fp ] # fix the principal point at the center\n" " input_data # input data - text file with a list of the images of the board, which is generated by imagelist_creator" ); printf("\n %s", usage); } static void calcChessboardCorners(Size boardSize, double square_width, double square_height, Mat& corners) { // corners has type of CV_64FC3 corners.release(); int n = boardSize.width * boardSize.height; corners.create(n, 1, CV_64FC3); Vec3d *ptr = corners.ptr<Vec3d>(); for (int i = 0; i < boardSize.height; ++i) { for (int j = 0; j < boardSize.width; ++j) { ptr[i*boardSize.width + j] = Vec3d(double(j * square_width), double(i * square_height), 0.0); } } } static bool detecChessboardCorners(const vector<string>& list, vector<string>& list_detected, vector<Mat>& imagePoints, Size boardSize, Size& imageSize) { imagePoints.resize(0); list_detected.resize(0); int n_img = (int)list.size(); Mat img; for(int i = 0; i < n_img; ++i) { Mat points; img = imread(list[i], IMREAD_GRAYSCALE); bool found = findChessboardCorners( img, boardSize, points); if (found) { if (points.type() != CV_64FC2) points.convertTo(points, CV_64FC2); imagePoints.push_back(points); list_detected.push_back(list[i]); } } if (!img.empty()) imageSize = img.size(); if (imagePoints.size() < 3) return false; else return true; } static bool readStringList( const string& filename, vector<string>& l ) { l.resize(0); FileStorage fs(filename, FileStorage::READ); if( !fs.isOpened() ) return false; FileNode n = fs.getFirstTopLevelNode(); if( n.type() != FileNode::SEQ ) return false; FileNodeIterator it = n.begin(), it_end = n.end(); for( ; it != it_end; ++it ) l.push_back((string)*it); return true; } static void saveCameraParams( const string & filename, int flags, const Mat& cameraMatrix, const Mat& distCoeffs, const double xi, const vector<Vec3d>& rvecs, const vector<Vec3d>& tvecs, vector<string> detec_list, const Mat& idx, const double rms, const vector<Mat>& imagePoints) { FileStorage fs( filename, FileStorage::WRITE ); time_t tt; time( &tt ); struct tm *t2 = localtime( &tt ); char buf[1024]; strftime( buf, sizeof(buf)-1, "%c", t2 ); fs << "calibration_time" << buf; if ( !rvecs.empty()) fs << "nFrames" << (int)rvecs.size(); if ( flags != 0) { sprintf( buf, "flags: %s%s%s%s%s%s%s%s%s", flags & omnidir::CALIB_USE_GUESS ? "+use_intrinsic_guess" : "", flags & omnidir::CALIB_FIX_SKEW ? "+fix_skew" : "", flags & omnidir::CALIB_FIX_K1 ? "+fix_k1" : "", flags & omnidir::CALIB_FIX_K2 ? "+fix_k2" : "", flags & omnidir::CALIB_FIX_P1 ? "+fix_p1" : "", flags & omnidir::CALIB_FIX_P2 ? "+fix_p2" : "", flags & omnidir::CALIB_FIX_XI ? "+fix_xi" : "", flags & omnidir::CALIB_FIX_GAMMA ? "+fix_gamma" : "", flags & omnidir::CALIB_FIX_CENTER ? "+fix_center" : ""); //cvWriteComment( *fs, buf, 0 ); } fs << "flags" << flags; fs << "camera_matrix" << cameraMatrix; fs << "distortion_coefficients" << distCoeffs; fs << "xi" << xi; //cvWriteComment( *fs, "names of images that are acturally used in calibration", 0 ); fs << "used_imgs" << "["; for (int i = 0; i < (int)idx.total(); ++i) { fs << detec_list[(int)idx.at<int>(i)]; } fs << "]"; if ( !rvecs.empty() && !tvecs.empty() ) { Mat rvec_tvec((int)rvecs.size(), 6, CV_64F); for (int i = 0; i < (int)rvecs.size(); ++i) { Mat(rvecs[i]).reshape(1, 1).copyTo(rvec_tvec(Rect(0, i, 3, 1))); Mat(tvecs[i]).reshape(1, 1).copyTo(rvec_tvec(Rect(3, i, 3, 1))); } //cvWriteComment( *fs, "a set of 6-tuples (rotation vector + translation vector) for each view", 0 ); fs << "extrinsic_parameters" << rvec_tvec; } fs << "rms" << rms; if ( !imagePoints.empty() ) { Mat imageMat((int)imagePoints.size(), (int)imagePoints[0].total(), CV_64FC2); for (int i = 0; i < (int)imagePoints.size(); ++i) { Mat r = imageMat.row(i).reshape(2, imageMat.cols); Mat imagei(imagePoints[i]); imagei.copyTo(r); } fs << "image_points" << imageMat; } } int main(int argc, char** argv) { Size boardSize, imageSize; int flags = 0; double square_width = 0.0, square_height = 0.0; const char* outputFilename = "out_camera_params.xml"; const char* inputFilename = 0; vector<Mat> objectPoints; vector<Mat> imagePoints; if(argc < 2) { help(); return 1; } for(int i = 1; i < argc; i++) { const char* s = argv[i]; if( strcmp( s, "-w") == 0) { if( sscanf( argv[++i], "%u", &boardSize.width ) != 1 || boardSize.width <= 0 ) return fprintf( stderr, "Invalid board width\n" ), -1; } else if( strcmp( s, "-h" ) == 0 ) { if( sscanf( argv[++i], "%u", &boardSize.height ) != 1 || boardSize.height <= 0 ) return fprintf( stderr, "Invalid board height\n" ), -1; } else if( strcmp( s, "-sw" ) == 0 ) { if( sscanf( argv[++i], "%lf", &square_width ) != 1 || square_width <= 0 ) return fprintf(stderr, "Invalid square width\n"), -1; } else if( strcmp( s, "-sh" ) == 0 ) { if( sscanf( argv[++i], "%lf", &square_height) != 1 || square_height <= 0 ) return fprintf(stderr, "Invalid square height\n"), -1; } else if( strcmp( s, "-o" ) == 0 ) { outputFilename = argv[++i]; } else if( strcmp( s, "-fs" ) == 0 ) { flags |= omnidir::CALIB_FIX_SKEW; } else if( strcmp( s, "-fp" ) == 0 ) { flags |= omnidir::CALIB_FIX_CENTER; } else if( s[0] != '-') { inputFilename = s; } else { return fprintf( stderr, "Unknown option %s\n", s ), -1; } } // get image name list vector<string> image_list, detec_list; if(!readStringList(inputFilename, image_list)) return fprintf( stderr, "Failed to read image list\n"), -1; // find corners in images // some images may be failed in automatic corner detection, passed cases are in detec_list if(!detecChessboardCorners(image_list, detec_list, imagePoints, boardSize, imageSize)) return fprintf(stderr, "Not enough corner detected images\n"), -1; // calculate object coordinates Mat object; calcChessboardCorners(boardSize, square_width, square_height, object); for(int i = 0; i < (int)detec_list.size(); ++i) objectPoints.push_back(object); // run calibration, some images are discarded in calibration process because they are failed // in initialization. Retained image indexes are in idx variable. Mat K, D, xi, idx; vector<Vec3d> rvecs, tvecs; double _xi, rms; TermCriteria criteria(3, 200, 1e-8); rms = omnidir::calibrate(objectPoints, imagePoints, imageSize, K, xi, D, rvecs, tvecs, flags, criteria, idx); _xi = xi.at<double>(0); saveCameraParams(outputFilename, flags, K, D, _xi, rvecs, tvecs, detec_list, idx, rms, imagePoints); }