#include #include #include #include using namespace std; using namespace cv; #ifdef HAVE_OPENCV_VIZ #include const String keys = "{Aide h usage ? help | | print this message }" "{@arg1 | | Full path to color imag (3 channels)}" ; struct Histo3DData { Mat histogram; int seuil; double threshold; Ptr fen3D; int nbWidget; bool status; double maxH; int code; }; void DrawHistogram3D(Histo3DData &); void AddSlidebar(String sliderName, String windowName, int sliderMin, int sliderMax, int valeurDefaut, int *sliderVal, void(*f)(int, void *), void *r); void UpdateThreshold(int , void * r); void KeyboardViz3d(const viz::KeyboardEvent &w, void *t); void DrawHistogram3D(Histo3DData &h) { //! [get_cube_size] int planSize = (int)h.histogram.step1(0); int cols = (int)h.histogram.step1(1); int rows = (int)planSize / cols; int plans = (int)h.histogram.total() / planSize; h.fen3D->removeAllWidgets(); h.nbWidget=0; if (h.nbWidget==0) h.fen3D->showWidget("Axis", viz::WCoordinateSystem(10)); //! [get_cube_size] //! [get_cube_values] for (int k = 0; k < plans; k++) { for (int i = 0; i < rows; i++) { for (int j = 0; j < cols; j++) { double x = h.histogram.at(k, i, j); if (x >= h.threshold) { double r=std::max(x/h.maxH,0.1); viz::WCube s(Point3d(k - r / 2, i - r / 2, j - r / 2), Point3d(k + r / 2, i + r / 2, j + r / 2), false, viz::Color(j / double(plans) * 255, i / double(rows) * 255, k / double(cols) * 255)); h.fen3D->showWidget(format("I3d%d", h.nbWidget++), s); } } } } //! [get_cube_values] h.status = false; } //! [viz_keyboard_callback] void KeyboardViz3d(const viz::KeyboardEvent &w, void *t) { Histo3DData *x=(Histo3DData *)t; if (w.action) cout << "you pressed "<< w.symbol<< " in viz window "<fen3D->getWindowName()<<"\n"; x->code= w.code; switch (w.code) { case '/': x->status=true; x->threshold *= 0.9; break; case '*': x->status = true; x->threshold *= 1.1; break; } if (x->status) { cout << x->threshold << "\n"; DrawHistogram3D(*x); } } //! [viz_keyboard_callback] void AddSlidebar(String sliderName, String windowName, int sliderMin, int sliderMax, int defaultSlider, int *sliderVal, void(*f)(int, void *), void *r) { createTrackbar(sliderName, windowName, sliderVal, 1, f, r); setTrackbarMin(sliderName, windowName, sliderMin); setTrackbarMax(sliderName, windowName, sliderMax); setTrackbarPos(sliderName, windowName, defaultSlider); } void UpdateThreshold(int , void * r) { Histo3DData *h = (Histo3DData *)r; h->status=true; h->threshold = h->seuil/1000000.0; cout<<"Widget : "<nbWidget<<","<< h->threshold<<"\n"; } int main (int argc,char **argv) { //! [command_line_parser] CommandLineParser parser(argc, argv, keys); if (parser.has("help")) { parser.printMessage(); return 0; } String nomFic = parser.get(0); Mat img; if (nomFic.length() != 0) { img = imread(nomFic, IMREAD_COLOR); if (img.empty()) { cout << "Image does not exist!"; return 0; } } //! [command_line_parser] //! [synthetic_image] else { img = Mat(512,512,CV_8UC3); parser.printMessage(); RNG r; r.fill(img(Rect(0, 0, 256, 256)), RNG::NORMAL, Vec3b(60, 40, 50), Vec3b(10, 5, 20)); r.fill(img(Rect(256, 0, 256, 256)), RNG::NORMAL, Vec3b(160, 10, 50), Vec3b(20, 5, 10)); r.fill(img(Rect(0, 256, 256, 256)), RNG::NORMAL, Vec3b(90, 100, 50), Vec3b(10, 20, 20)); r.fill(img(Rect(256, 256, 256, 256)), RNG::NORMAL, Vec3b(100, 10, 150), Vec3b(10, 5, 40)); } //! [synthetic_image] //! [calchist_for_histo3d] Histo3DData h; h.status=true; h.seuil=90; h.threshold= h.seuil/1000000.0; float hRange[] = { 0, 256 }; const float* etendu[] = { hRange, hRange,hRange }; int hBins = 32; int histSize[] = { hBins, hBins , hBins }; int channel[] = { 2, 1,0 }; calcHist(&img, 1, channel, Mat(), h.histogram, 3, histSize, etendu, true, false); normalize(h.histogram, h.histogram, 100.0/(img.total()), 0, NORM_MINMAX, -1, Mat()); minMaxIdx(h.histogram,NULL,&h.maxH,NULL,NULL); //! [calchist_for_histo3d] //! [slide_bar_for_thresh] namedWindow("Image"); imshow("Image",img); AddSlidebar("threshold","Image",0,100,h.seuil,&h.seuil, UpdateThreshold,&h); waitKey(30); //! [slide_bar_for_thresh] //! [manage_viz_imshow_window] h.fen3D = makePtr("3D Histogram"); h.nbWidget=0; h.fen3D->registerKeyboardCallback(KeyboardViz3d,&h); DrawHistogram3D(h); while (h.code!=27) { h.fen3D->spinOnce(1); if (h.status) DrawHistogram3D(h); if (h.code!=27) h.code= waitKey(30); } //! [manage_viz_imshow_window] return 0; } #else int main(int argc, char **argv) { cout << " you need VIZ module\n"; return 0; } #endif