1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216
|
#include <iostream>
#include <vector>
#include <opencv2/calib3d.hpp>
#include <opencv2/highgui.hpp>
#include <opencv2/imgproc.hpp>
#include <opencv2/objdetect/charuco_detector.hpp>
#include "aruco_samples_utility.hpp"
using namespace std;
using namespace cv;
namespace {
const char* about =
"Calibration using a ChArUco board\n"
" To capture a frame for calibration, press 'c',\n"
" If input comes from video, press any key for next frame\n"
" To finish capturing, press 'ESC' key and calibration starts.\n";
const char* keys =
"{w | | Number of squares in X direction }"
"{h | | Number of squares in Y direction }"
"{sl | | Square side length (in meters) }"
"{ml | | Marker side length (in meters) }"
"{d | | dictionary: DICT_4X4_50=0, DICT_4X4_100=1, DICT_4X4_250=2,"
"DICT_4X4_1000=3, DICT_5X5_50=4, DICT_5X5_100=5, DICT_5X5_250=6, DICT_5X5_1000=7, "
"DICT_6X6_50=8, DICT_6X6_100=9, DICT_6X6_250=10, DICT_6X6_1000=11, DICT_7X7_50=12,"
"DICT_7X7_100=13, DICT_7X7_250=14, DICT_7X7_1000=15, DICT_ARUCO_ORIGINAL = 16}"
"{cd | | Input file with custom dictionary }"
"{@outfile |cam.yml| Output file with calibrated camera parameters }"
"{v | | Input from video file, if ommited, input comes from camera }"
"{ci | 0 | Camera id if input doesnt come from video (-v) }"
"{dp | | File of marker detector parameters }"
"{rs | false | Apply refind strategy }"
"{zt | false | Assume zero tangential distortion }"
"{a | | Fix aspect ratio (fx/fy) to this value }"
"{pc | false | Fix the principal point at the center }"
"{sc | false | Show detected chessboard corners after calibration }";
}
int main(int argc, char *argv[]) {
CommandLineParser parser(argc, argv, keys);
parser.about(about);
if(argc < 7) {
parser.printMessage();
return 0;
}
int squaresX = parser.get<int>("w");
int squaresY = parser.get<int>("h");
float squareLength = parser.get<float>("sl");
float markerLength = parser.get<float>("ml");
string outputFile = parser.get<string>(0);
bool showChessboardCorners = parser.get<bool>("sc");
int calibrationFlags = 0;
float aspectRatio = 1;
if(parser.has("a")) {
calibrationFlags |= CALIB_FIX_ASPECT_RATIO;
aspectRatio = parser.get<float>("a");
}
if(parser.get<bool>("zt")) calibrationFlags |= CALIB_ZERO_TANGENT_DIST;
if(parser.get<bool>("pc")) calibrationFlags |= CALIB_FIX_PRINCIPAL_POINT;
aruco::DetectorParameters detectorParams = readDetectorParamsFromCommandLine(parser);
aruco::Dictionary dictionary = readDictionatyFromCommandLine(parser);
bool refindStrategy = parser.get<bool>("rs");
int camId = parser.get<int>("ci");
String video;
if(parser.has("v")) {
video = parser.get<String>("v");
}
if(!parser.check()) {
parser.printErrors();
return 0;
}
VideoCapture inputVideo;
int waitTime;
if(!video.empty()) {
inputVideo.open(video);
waitTime = 0;
} else {
inputVideo.open(camId);
waitTime = 10;
}
aruco::CharucoParameters charucoParams;
if(refindStrategy) {
charucoParams.tryRefineMarkers = true;
}
//! [CalibrationWithCharucoBoard1]
// Create charuco board object and CharucoDetector
aruco::CharucoBoard board(Size(squaresX, squaresY), squareLength, markerLength, dictionary);
aruco::CharucoDetector detector(board, charucoParams, detectorParams);
// Collect data from each frame
vector<Mat> allCharucoCorners, allCharucoIds;
vector<vector<Point2f>> allImagePoints;
vector<vector<Point3f>> allObjectPoints;
vector<Mat> allImages;
Size imageSize;
while(inputVideo.grab()) {
Mat image, imageCopy;
inputVideo.retrieve(image);
vector<int> markerIds;
vector<vector<Point2f>> markerCorners;
Mat currentCharucoCorners, currentCharucoIds;
vector<Point3f> currentObjectPoints;
vector<Point2f> currentImagePoints;
// Detect ChArUco board
detector.detectBoard(image, currentCharucoCorners, currentCharucoIds);
//! [CalibrationWithCharucoBoard1]
// Draw results
image.copyTo(imageCopy);
if(!markerIds.empty()) {
aruco::drawDetectedMarkers(imageCopy, markerCorners);
}
if(currentCharucoCorners.total() > 3) {
aruco::drawDetectedCornersCharuco(imageCopy, currentCharucoCorners, currentCharucoIds);
}
putText(imageCopy, "Press 'c' to add current frame. 'ESC' to finish and calibrate",
Point(10, 20), FONT_HERSHEY_SIMPLEX, 0.5, Scalar(255, 0, 0), 2);
imshow("out", imageCopy);
// Wait for key pressed
char key = (char)waitKey(waitTime);
if(key == 27) {
break;
}
//! [CalibrationWithCharucoBoard2]
if(key == 'c' && currentCharucoCorners.total() > 3) {
// Match image points
board.matchImagePoints(currentCharucoCorners, currentCharucoIds, currentObjectPoints, currentImagePoints);
if(currentImagePoints.empty() || currentObjectPoints.empty()) {
cout << "Point matching failed, try again." << endl;
continue;
}
cout << "Frame captured" << endl;
allCharucoCorners.push_back(currentCharucoCorners);
allCharucoIds.push_back(currentCharucoIds);
allImagePoints.push_back(currentImagePoints);
allObjectPoints.push_back(currentObjectPoints);
allImages.push_back(image);
imageSize = image.size();
}
}
//! [CalibrationWithCharucoBoard2]
if(allCharucoCorners.size() < 4) {
cerr << "Not enough corners for calibration" << endl;
return 0;
}
//! [CalibrationWithCharucoBoard3]
Mat cameraMatrix, distCoeffs;
if(calibrationFlags & CALIB_FIX_ASPECT_RATIO) {
cameraMatrix = Mat::eye(3, 3, CV_64F);
cameraMatrix.at<double>(0, 0) = aspectRatio;
}
// Calibrate camera using ChArUco
double repError = calibrateCamera(allObjectPoints, allImagePoints, imageSize, cameraMatrix, distCoeffs,
noArray(), noArray(), noArray(), noArray(), noArray(), calibrationFlags);
//! [CalibrationWithCharucoBoard3]
bool saveOk = saveCameraParams(outputFile, imageSize, aspectRatio, calibrationFlags,
cameraMatrix, distCoeffs, repError);
if(!saveOk) {
cerr << "Cannot save output file" << endl;
return 0;
}
cout << "Rep Error: " << repError << endl;
cout << "Calibration saved to " << outputFile << endl;
// Show interpolated charuco corners for debugging
if(showChessboardCorners) {
for(size_t frame = 0; frame < allImages.size(); frame++) {
Mat imageCopy = allImages[frame].clone();
if(allCharucoCorners[frame].total() > 0) {
aruco::drawDetectedCornersCharuco(imageCopy, allCharucoCorners[frame], allCharucoIds[frame]);
}
imshow("out", imageCopy);
char key = (char)waitKey(0);
if(key == 27) {
break;
}
}
}
return 0;
}
|