/*************************************************** Author : Tanmay Chaudhari ***************************************************/ #include #include "opencv2/core/core.hpp" #include "opencv2/highgui/highgui.hpp" #include "opencv2/opencv.hpp" #include using namespace cv; using namespace std; extern "C" { #include "api_scilab.h" #include "Scierror.h" #include "BOOL.h" #include #include "sciprint.h" #include "../common.h" //#include "../common.cpp" Mat image; bool backprojMode = false; bool selectObject = false; int trackObject = 0; Point origin; Rect selection; int vmin = 10, vmax = 256, smin = 30; double xcord[1<<20]; double ycord[1<<20]; double width[1<<20]; double height[1<<20]; double orientation[1<<20]; static void onMouse( int event, int x, int y, int, void* ) { if( selectObject ) { selection.x = MIN(x, origin.x); selection.y = MIN(y, origin.y); selection.width = std::abs(x - origin.x); selection.height = std::abs(y - origin.y); selection &= Rect(0, 0, image.cols, image.rows); } switch( event ) { case EVENT_LBUTTONDOWN: origin = Point(x,y); selection = Rect(x,y,0,0); selectObject = true; break; case EVENT_LBUTTONUP: selectObject = false; if( selection.width > 0 && selection.height > 0 ) trackObject = -1; break; } } int opencv_HistogramBasedTracker() { SciErr sciErr; int* piAddr = NULL; int iRows = 0; int iter = 0; int iCols = 0; int iRet = 0; char** pstData = NULL; CheckInputArgument(pvApiCtx, 1, 1); CheckOutputArgument(pvApiCtx, 1, 2); sciErr = getVarAddressFromPosition(pvApiCtx, 1, &piAddr); if(sciErr.iErr) { printError(&sciErr, 0); return 0; } iRet = getAllocatedMatrixOfString(pvApiCtx, piAddr, &iRows, &iCols, &pstData); if(iRet) { freeAllocatedMatrixOfString(iRows, iCols, pstData); return iRet; } sciErr = createMatrixOfString(pvApiCtx, nbInputArgument(pvApiCtx) + 1, iRows, iCols, pstData); if(sciErr.iErr) { freeAllocatedMatrixOfString(iRows, iCols, pstData); printError(&sciErr, 0); return sciErr.iErr; } VideoCapture cap(pstData[0]); Rect trackWindow; int hsize = 16; float hranges[] = {0,180}; const float* phranges = hranges; namedWindow( "Video Player", 0 ); setMouseCallback( "Video Player", onMouse, 0 ); Mat frame, hsv, hue, mask, hist, histimg = Mat::zeros(200, 320, CV_8UC3), backproj; bool paused = false; for(;;) { if( !paused) { cap >> frame; if( frame.empty() ) break; } frame.copyTo(image); if( !paused ) { cvtColor(image, hsv, COLOR_BGR2HSV); if( trackObject ) { int _vmin = vmin, _vmax = vmax; inRange(hsv, Scalar(0, smin, MIN(_vmin,_vmax)), Scalar(180, 256, MAX(_vmin, _vmax)), mask); int ch[] = {0, 0}; hue.create(hsv.size(), hsv.depth()); mixChannels(&hsv, 1, &hue, 1, ch, 1); if( trackObject < 0 ) { Mat roi(hue, selection), maskroi(mask, selection); calcHist(&roi, 1, 0, maskroi, hist, 1, &hsize, &phranges); normalize(hist, hist, 0, 255, NORM_MINMAX); trackWindow = selection; trackObject = 1; histimg = Scalar::all(0); int binW = histimg.cols / hsize; Mat buf(1, hsize, CV_8UC3); for( int i = 0; i < hsize; i++ ) buf.at(i) = Vec3b(saturate_cast(i*180./hsize), 255, 255); cvtColor(buf, buf, COLOR_HSV2BGR); for( int i = 0; i < hsize; i++ ) { int val = saturate_cast(hist.at(i)*histimg.rows/255); rectangle( histimg, Point(i*binW,histimg.rows), Point((i+1)*binW,histimg.rows - val), Scalar(buf.at(i)), -1, 8 ); } } calcBackProject(&hue, 1, 0, hist, backproj, &phranges); backproj &= mask; RotatedRect trackBox = CamShift(backproj, trackWindow, TermCriteria( TermCriteria::EPS | TermCriteria::COUNT, 10, 1 )); if( trackWindow.area() <= 1 ) { int cols = backproj.cols, rows = backproj.rows, r = (MIN(cols, rows) + 5)/6; trackWindow = Rect(trackWindow.x - r, trackWindow.y - r, trackWindow.x + r, trackWindow.y + r) & Rect(0, 0, cols, rows); } if( backprojMode ) cvtColor( backproj, image, COLOR_GRAY2BGR ); ellipse( image, trackBox, Scalar(0,0,255), 3, 16 ); xcord[iter] = trackBox.center.x; ycord[iter] = trackBox.center.y; width[iter] = trackBox.size.width; height[iter] = trackBox.size.height; orientation[iter] = trackBox.angle; iter++; } } else if( trackObject < 0 ) paused = false; if( selectObject && selection.width > 0 && selection.height > 0 ) { Mat roi(image, selection); bitwise_not(roi, roi); } imshow( "Video Player", image ); char c = (char)waitKey(20); if( c == 27 ) break; else if(c == 32) paused = !paused; else; waitKey(20); } destroyAllWindows(); sciErr = createList(pvApiCtx, nbInputArgument(pvApiCtx) + 1, 4, &piAddr); if(sciErr.iErr) { printError(&sciErr, 0); return 0; } sciErr = createMatrixOfDoubleInList(pvApiCtx, nbInputArgument(pvApiCtx) + 1, piAddr, 1, 1, iter, xcord); if(sciErr.iErr) { printError(&sciErr, 0); return 0; } sciErr = createMatrixOfDoubleInList(pvApiCtx, nbInputArgument(pvApiCtx) + 1, piAddr, 2, 1, iter, ycord); if(sciErr.iErr) { printError(&sciErr, 0); return 0; } sciErr = createMatrixOfDoubleInList(pvApiCtx, nbInputArgument(pvApiCtx) + 1, piAddr, 3, 1, iter, width); if(sciErr.iErr) { printError(&sciErr, 0); return 0; } sciErr = createMatrixOfDoubleInList(pvApiCtx, nbInputArgument(pvApiCtx) + 1, piAddr, 4, 1, iter, height); if(sciErr.iErr) { printError(&sciErr, 0); return 0; } sciErr = createList(pvApiCtx, nbInputArgument(pvApiCtx) + 2, 1, &piAddr); if(sciErr.iErr) { printError(&sciErr, 0); return 0; } sciErr = createMatrixOfDoubleInList(pvApiCtx, nbInputArgument(pvApiCtx) + 2, piAddr, 1, 1, iter, orientation); if(sciErr.iErr) { printError(&sciErr, 0); return 0; } AssignOutputVariable(pvApiCtx, 1) = nbInputArgument(pvApiCtx) + 1; AssignOutputVariable(pvApiCtx, 2) = nbInputArgument(pvApiCtx) + 2; ReturnArguments(pvApiCtx); backprojMode = false; selectObject = false; trackObject = 0; return 0; } /* ==================================================================== */ }