#include "opencv2/imgproc/imgproc_c.h" #include "opencv2/highgui/highgui.hpp" #include #include IplImage* marker_mask = 0; IplImage* markers = 0; IplImage* img0 = 0, *img = 0, *img_gray = 0, *wshed = 0; CvPoint prev_pt = {-1,-1}; void on_mouse( int event, int x, int y, int flags, void* ) { if( !img ) return; if( event == CV_EVENT_LBUTTONUP || !(flags & CV_EVENT_FLAG_LBUTTON) ) prev_pt = cvPoint(-1,-1); else if( event == CV_EVENT_LBUTTONDOWN ) prev_pt = cvPoint(x,y); else if( event == CV_EVENT_MOUSEMOVE && (flags & CV_EVENT_FLAG_LBUTTON) ) { CvPoint pt = cvPoint(x,y); if( prev_pt.x < 0 ) prev_pt = pt; cvLine( marker_mask, prev_pt, pt, cvScalarAll(255), 5, 8, 0 ); cvLine( img, prev_pt, pt, cvScalarAll(255), 5, 8, 0 ); prev_pt = pt; cvShowImage( "image", img ); } } int main( int argc, char** argv ) { char* filename = argc >= 2 ? argv[1] : (char*)"fruits.jpg"; CvMemStorage* storage = cvCreateMemStorage(0); CvRNG rng = cvRNG(-1); if( (img0 = cvLoadImage(filename,1)) == 0 ) return 0; printf( "Hot keys: \n" "\tESC - quit the program\n" "\tr - restore the original image\n" "\tw or SPACE - run watershed algorithm\n" "\t\t(before running it, roughly mark the areas on the image)\n" "\t (before that, roughly outline several markers on the image)\n" ); cvNamedWindow( "image", 1 ); cvNamedWindow( "watershed transform", 1 ); img = cvCloneImage( img0 ); img_gray = cvCloneImage( img0 ); wshed = cvCloneImage( img0 ); marker_mask = cvCreateImage( cvGetSize(img), 8, 1 ); markers = cvCreateImage( cvGetSize(img), IPL_DEPTH_32S, 1 ); cvCvtColor( img, marker_mask, CV_BGR2GRAY ); cvCvtColor( marker_mask, img_gray, CV_GRAY2BGR ); cvZero( marker_mask ); cvZero( wshed ); cvShowImage( "image", img ); cvShowImage( "watershed transform", wshed ); cvSetMouseCallback( "image", on_mouse, 0 ); for(;;) { int c = cvWaitKey(0); if( (char)c == 27 ) break; if( (char)c == 'r' ) { cvZero( marker_mask ); cvCopy( img0, img ); cvShowImage( "image", img ); } if( (char)c == 'w' || (char)c == ' ' ) { CvSeq* contours = 0; CvMat* color_tab = 0; int i, j, comp_count = 0; cvClearMemStorage(storage); //cvSaveImage( "wshed_mask.png", marker_mask ); //marker_mask = cvLoadImage( "wshed_mask.png", 0 ); cvFindContours( marker_mask, storage, &contours, sizeof(CvContour), CV_RETR_CCOMP, CV_CHAIN_APPROX_SIMPLE ); cvZero( markers ); for( ; contours != 0; contours = contours->h_next, comp_count++ ) { cvDrawContours( markers, contours, cvScalarAll(comp_count+1), cvScalarAll(comp_count+1), -1, -1, 8, cvPoint(0,0) ); } if( comp_count == 0 ) continue; color_tab = cvCreateMat( 1, comp_count, CV_8UC3 ); for( i = 0; i < comp_count; i++ ) { uchar* ptr = color_tab->data.ptr + i*3; ptr[0] = (uchar)(cvRandInt(&rng)%180 + 50); ptr[1] = (uchar)(cvRandInt(&rng)%180 + 50); ptr[2] = (uchar)(cvRandInt(&rng)%180 + 50); } { double t = (double)cvGetTickCount(); cvWatershed( img0, markers ); t = (double)cvGetTickCount() - t; printf( "exec time = %gms\n", t/(cvGetTickFrequency()*1000.) ); } // paint the watershed image for( i = 0; i < markers->height; i++ ) for( j = 0; j < markers->width; j++ ) { int idx = CV_IMAGE_ELEM( markers, int, i, j ); uchar* dst = &CV_IMAGE_ELEM( wshed, uchar, i, j*3 ); if( idx == -1 ) dst[0] = dst[1] = dst[2] = (uchar)255; else if( idx <= 0 || idx > comp_count ) dst[0] = dst[1] = dst[2] = (uchar)0; // should not get here else { uchar* ptr = color_tab->data.ptr + (idx-1)*3; dst[0] = ptr[0]; dst[1] = ptr[1]; dst[2] = ptr[2]; } } cvAddWeighted( wshed, 0.5, img_gray, 0.5, 0, wshed ); cvShowImage( "watershed transform", wshed ); cvReleaseMat( &color_tab ); } } return 1; } #ifdef _EiC main(1,"watershed.cpp"); #endif