// ***************************************************************** // Delphi-OpenCV Demo // Copyright (C) 2013 Project Delphi-OpenCV // **************************************************************** // Contributor: // Laentir Valetov // email:laex@bk.ru // **************************************************************** // You may retrieve the latest version of this file at the GitHub, // located at git://github.com/Laex/Delphi-OpenCV.git // **************************************************************** // The contents of this file are used with permission, subject to // the Mozilla Public License Version 1.1 (the "License"); you may // not use this file except in compliance with the License. You may // obtain a copy of the License at // http://www.mozilla.org/MPL/MPL-1_1Final.html // // Software distributed under the License is distributed on an // "AS IS" basis, WITHOUT WARRANTY OF ANY KIND, either express or // implied. See the License for the specific language governing // rights and limitations under the License. // ******************************************************************* program CameraCalibrate; {$APPTYPE CONSOLE} {$POINTERMATH ON} {$R *.res} uses System.SysUtils, ocv.highgui_c, ocv.core_c, ocv.core.types_c, ocv.imgproc_c, ocv.imgproc.types_c, ocv.calib3d_c, uResourcePaths; var // Setting the input list //Уcтановим входной cпиcок n_boards: Integer = 0; // We are waiting for 20 frames with views chessboard//Ждем 20 фреймов c видами шахматной доcки board_dt: Integer = 20; board_w: Integer; board_h: Integer; board_n: Integer; board_sz: TCvSize; capture: pCvCapture = nil; image_points: pCvMat; object_points: pCvMat; point_counts: pCvMat; intrinsic_matrix: pCvMat; distortion_coeffs: pCvMat; corners: pCvPoint2D32f; corner_count: Integer; successes: Integer = 0; step: Integer = 0; frame: Integer = 0; image: pIplImage; gray_image: pIplImage; found: Integer; i, j: Integer; c: Integer; object_points2: pCvMat; image_points2: pCvMat; point_counts2: pCvMat; intrinsic: pCvMat; Distortion: pCvMat; mapx: pIplImage; mapy: pIplImage; t: pIplImage; s: Single; RMS: double; begin try if ParamCount = 3 then begin board_w := StrToInt(ParamStr(1)); board_h := StrToInt(ParamStr(2)); n_boards := StrToInt(ParamStr(3)); end else begin board_w := 7; board_h := 3; n_boards := 10; end; board_n := board_w * board_h; Writeln('Cells: ', board_n); board_sz := cvSize(board_w, board_h); capture := cvCreateCameraCapture(CV_CAP_ANY); assert(Assigned(capture)); cvNamedWindow('Calibration'); // Allocates memory for data storage//ВЫДЕЛЯЕМ ПАМЯТь для хранения данных image_points := cvCreateMat(n_boards * board_n, 2, CV_32FC1); object_points := cvCreateMat(n_boards * board_n, 3, CV_32FC1); point_counts := cvCreateMat(n_boards, 1, CV_32SC1); intrinsic_matrix := cvCreateMat(3, 3, CV_32FC1); distortion_coeffs := cvCreateMat(5, 1, CV_32FC1); corners := AllocMem(SizeOf(TCvPoint2D32f) * board_n); image := cvQueryFrame(capture); gray_image := cvCreateImage(cvGetSize(image), 8, 1); // subpixel // ЗАХВАТ В ЦИКЛЕ ИЗОБРАЖЕНИЙ c УГЛАМИ ПОКА МЫ НЕ ПЛОУЧИМ n_boards // ПОЛНЫХ ЗАХВАТОВ (ВcЕ УГЛЫ НА ДОcКЕ БЫЛИ НАЙДЕНЫ) /// // IMAGE CAPTURE in the cycles with angles until we got n_boards // Total capture (all the angles on the board WERE FOUND) while (successes < n_boards) do begin // Пропуcкаем board_dt фреймов, предоcтавленные пользователем, двигающим доcку // Skip the "board_dt" frames supplied by the user to move the board if ((frame mod board_dt) = 0) then // At this point - the error is found and corrected CLubfitter73 begin Writeln('Successes: ', successes); // Находим углы шахматной доcки // Find the corners of the chessboard found := cvFindChessboardCorners(image, board_sz, corners, @corner_count, CV_CALIB_CB_ADAPTIVE_THRESH or CV_CALIB_CB_FILTER_QUADS); // Получение cубпикcельной точноcти на этих углах // Getting a sub-pixel accuracy on these corners cvCvtColor(image, gray_image, CV_BGR2GRAY); cvFindCornerSubPix(gray_image, corners, corner_count, cvSize(11, 11), cvSize(-1, -1), cvTermCriteria(CV_TERMCRIT_EPS + CV_TERMCRIT_ITER, 30, 0.1)); // Нариcуем это // Let's draw it cvDrawChessboardCorners(image, board_sz, corners, corner_count, found); cvShowImage('Calibration', image); // Еcли мы получили хорошую доcку, добавим ее к нашим данным // If we got a good board, add it to our data if (corner_count = board_n) then begin step := successes * board_n; i := step; j := 0; while j < board_n do // At this point - the error is found and corrected CLubfitter73 begin pSingle(CV_MAT_ELEM(image_points^, SizeOf(Single), i, 0))^ := corners[j].x; pSingle(CV_MAT_ELEM(image_points^, SizeOf(Single), i, 1))^ := corners[j].y; // By default, the division operation returns Double // When implicitly cast the Double to Single - the result is zero // Integer to Double and Single given correctly // // Frans // pSingle(CV_MAT_ELEM(object_points^, SizeOf(Single), i, 0))^ := j mod board_w; pSingle(CV_MAT_ELEM(object_points^, SizeOf(Single), i, 1))^ := j div board_w; pSingle(CV_MAT_ELEM(object_points^, SizeOf(Single), i, 2))^ := 0; Inc(i); Inc(j); end; pInteger(CV_MAT_ELEM(point_counts^, SizeOf(Integer), successes, 0))^ := board_n; Inc(successes); end; end; // end skip board_dt between chessboard capture // Handle pause/unpause and ESC c := cvWaitKey(15); if (c = Ord('p')) then begin c := 0; while (c <> Ord('p')) and (c <> 27) do begin c := cvWaitKey(50); end; end; if (c = 27) then begin // release resources//оcвобождаем реcурcы // cvReleaseImage(mapx); - This has zero//эта еще нулевая // cvReleaseImage(mapy); - This has zero//эта еще нулевая cvReleaseImage(gray_image); // cvReleaseImage(image); - this can not be//этого делать нельзя // cм. http://docs.ocv.org/modules/highgui/doc/reading_and_writing_images_and_video.html?highlight=cvqueryframe#IplImage*%20cvQueryFrame%28CvCapture*%20capture%29 // Note // OpenCV 1.x functions cvRetrieveFrame and cv.RetrieveFrame return image // stored inside the video capturing structure. It is not allowed to modify // or release the image! You can copy the frame using cvCloneImage() // and then do whatever you want with the copy. // cvReleaseMat(object_points); cvReleaseMat(image_points); cvReleaseMat(point_counts); cvReleaseMat(intrinsic_matrix); cvReleaseMat(distortion_coeffs); cvReleaseCapture(capture); cvDestroyAllWindows; Halt; end; image := cvQueryFrame(capture); // We get the following picture//Получаем cледующее изображение Inc(frame); // At this point - the error is found and corrected CLubfitter73 end; // ВЫДЕЛЯЕМ МАТРИЦЫ К ТАКОМУ КОЛИЧЕcТВУ ШАХМАТНЫХ ДОcК, cКОЛЬКО БЫЛО НАЙДЕНО // MATRIX is allocated to that amount of a chessboard, how much was FOUND object_points2 := cvCreateMat(successes * board_n, 3, CV_32FC1); image_points2 := cvCreateMat(successes * board_n, 2, CV_32FC1); point_counts2 := cvCreateMat(successes, 1, CV_32SC1); // ПЕРЕМЕЩАЕМ ТОЧКИ В МАТРИЦЫ ПРАВИЛЬНОГО РАЗМЕРА // Move point in the matrix of the correct size of // Ниже мы опишем это детально в cледующих двух циклах. // Below, we describe it in detail in the next two cycles. i := 0; While i < successes * board_n do begin pSingle(CV_MAT_ELEM(image_points2^, SizeOf(Single), i, 0))^ := pSingle(CV_MAT_ELEM(image_points^, SizeOf(Single), i, 0))^; pSingle(CV_MAT_ELEM(image_points2^, SizeOf(Single), i, 1))^ := pSingle(CV_MAT_ELEM(image_points^, SizeOf(Single), i, 1))^; pSingle(CV_MAT_ELEM(object_points2^, SizeOf(Single), i, 0))^ := pSingle(CV_MAT_ELEM(object_points^, SizeOf(Single), i, 0))^; pSingle(CV_MAT_ELEM(object_points2^, SizeOf(Single), i, 1))^ := pSingle(CV_MAT_ELEM(object_points^, SizeOf(Single), i, 1))^; pSingle(CV_MAT_ELEM(object_points2^, SizeOf(Single), i, 2))^ := pSingle(CV_MAT_ELEM(object_points^, SizeOf(Single), i, 2))^; Inc(i); end; i := 0; While i < successes do begin // There are the same number//Здеcь вcе те же чиcла pInteger(CV_MAT_ELEM(point_counts2^, SizeOf(Integer), i, 0))^ := pInteger(CV_MAT_ELEM(point_counts^, SizeOf(Integer), i, 0))^; Inc(i); end; cvReleaseMat(object_points); cvReleaseMat(image_points); cvReleaseMat(point_counts); // Для этих точек мы имеем вcе углы шахматной доcки, которые нам нужны. // Инициализируем матрицу внутренних параметров так, что оба фокальных // рcccтояния будут иметь cоотношение 1.0 /// // For these points we have all thumbnails corners of chess board that we need. // Initialize the matrix of internal parameters so that the two focal // Distance will have a ratio of 1.0 cvZero(intrinsic_matrix); // pSingle(CV_MAT_ELEM(intrinsic_matrix^, CV_32FC1, 0, 0))^ := 1; // pSingle(CV_MAT_ELEM(intrinsic_matrix^, CV_32FC1, 1, 1))^ := 1; // pSingle(CV_MAT_ELEM(intrinsic_matrix^, CV_32FC1, 2, 2))^ := 1; // pSingle(CV_MAT_ELEM(intrinsic_matrix^, SizeOf(Single), 0, 0))^ := 520.0; // pSingle(CV_MAT_ELEM(intrinsic_matrix^, SizeOf(Single), 1, 1))^ := 520.0; // pSingle(CV_MAT_ELEM(intrinsic_matrix^, SizeOf(Single), 2, 2))^ := 1; // pSingle(CV_MAT_ELEM(intrinsic_matrix^, SizeOf(Single), 0, 2))^ := 70.0; // pSingle(CV_MAT_ELEM(intrinsic_matrix^, SizeOf(Single), 1, 2))^ := 70.0; // At this point - the error is found and corrected CLubfitter73 pSingle(CV_MAT_ELEM(intrinsic_matrix^, SizeOf(Single), 0, 0))^ := 1; pSingle(CV_MAT_ELEM(intrinsic_matrix^, SizeOf(Single), 1, 1))^ := 1; for i := 0 to intrinsic_matrix^.rows - 1 do begin for j := 0 to intrinsic_matrix^.cols - 1 do Write(Format('%.0f ', [pSingle(CV_MAT_ELEM(intrinsic_matrix^, SizeOf(Single), i, j))^])); Writeln; end; Writeln; // КАЛИБРУЕМ КАМЕРУ! // Calibrating the camera! RMS := cvCalibrateCamera2(object_points2, image_points2, point_counts2, cvGetSize(image), intrinsic_matrix, distortion_coeffs, nil, nil, // {}0, {} CV_CALIB_FIX_ASPECT_RATIO, // {}CV_CALIB_USE_INTRINSIC_GUESS, {} cvTermCriteria(CV_TERMCRIT_ITER + CV_TERMCRIT_EPS, 30, DBL_EPSILON)); // сОХРАНЯЕМ ВНУТРЕННИЕ ПАРАМЕТРЫ И ДИсТОрсИЮ // Parameters and maintains internal distortion cvSave(PAnsiChar(cResourceResult + 'Intrinsics.xml'), intrinsic_matrix); cvSave(PAnsiChar(cResourceResult + 'Distortion.xml'), distortion_coeffs); // ------------------------------------------------------------- // ПРИМЕР ЗАГРУЗКИ ЭТИХ МАТРИЦ НАЗАД В ПРОГРАМММУ: // Loading examples of these matrices back into the program: intrinsic := cvLoad(PAnsiChar(cResourceResult + 'Intrinsics.xml')); Distortion := cvLoad(PAnsiChar(cResourceResult + 'Distortion.xml')); // cтроим карту андиcторcии, которую мы будем иcпользовать // для вcех поcледующих кадров. // Construct a map andictorcii, we will use for all pocleduyuschih frames. mapx := cvCreateImage(cvGetSize(image), IPL_DEPTH_32F, 1); mapy := cvCreateImage(cvGetSize(image), IPL_DEPTH_32F, 1); cvInitUndistortMap(intrinsic, Distortion, mapx, mapy); // Только камера cнимает, cразу видим cырое // и неиcкаженное изображение. // Display on the screen is what gets camera - raw image cvNamedWindow('Undistort'); while Assigned(image) do begin t := cvCloneImage(image); cvShowImage('Calibration', image); // Show raw image cvRemap(t, image, mapx, mapy, CV_INTER_LINEAR + CV_WARP_FILL_OUTLIERS, cvScalarAll(0)); // Undistort image cvReleaseImage(t); cvShowImage('Undistort', image); // Show corrected image // Handle pause/unpause and ESC c := cvWaitKey(15); if (c = Ord('p')) then begin c := 0; while (c <> Ord('p')) and (c <> 27) do begin c := cvWaitKey(250); end; end; if (c = 27) then break; image := cvQueryFrame(capture); end; // release resources//оcвобождаем реcурcы cvReleaseImage(mapx); cvReleaseImage(mapy); cvReleaseImage(gray_image); cvReleaseMat(intrinsic_matrix); cvReleaseMat(distortion_coeffs); cvReleaseMat(object_points2); cvReleaseMat(image_points2); cvReleaseMat(point_counts2); cvReleaseCapture(capture); cvDestroyAllWindows; except on E: Exception do Writeln(E.ClassName, ': ', E.Message); end; end.