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- #include <opencv2/core.hpp>
- #include <opencv2/imgproc.hpp>
- #include <opencv2/highgui.hpp>
- #include <iostream>
- using namespace std;
- using namespace cv;
- #ifdef HAVE_OPENCV_VIZ
- #include <opencv2/viz.hpp>
- 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<viz::Viz3d> 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<float>(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 "<<x->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 : "<<h->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<String>(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<viz::Viz3d>("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
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