opencv/samples/cpp/hybridtrackingsample.cpp

/*
 *
 * Hybrid Tracking in OpenCV
 * Usage: ./hybridtrackingsample live
 *
 * For Benchmarking against the Bonn benchmark dataset
 * wget http://www.iai.uni-bonn.de/~kleind/tracking/datasets/seqG.zip
 * unzip seqG.zip -d ./seqG
 * ffmpeg -i seqG/Vid_G_rubikscube.avi seqG/%04d.png
 * ./hytrack seqG/Vid_G_rubikscube.txt
 *
 */

#include <stdio.h>
#include <time.h>
#include <iostream>

#include "opencv2/highgui/highgui.hpp"
#include "opencv2/contrib/hybridtracker.hpp"

using namespace cv;
using namespace std;

Mat frame, image;
Rect selection;
Point origin;
bool selectObject = false;
int trackObject = 0;
int live = 1;

static void drawRectangle(Mat* img, Rect win) {
    rectangle(*img, Point(win.x, win.y), Point(win.x + win.width, win.y
            + win.height), Scalar(0, 255, 0), 2, CV_AA);
}

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;
        trackObject = -1;
        break;
    }
}

static void help()
{
    printf("Usage: ./hytrack live or ./hytrack <test_file> \n\
For Live View or Benchmarking. Read documentation is source code.\n\n");
}


int main(int argc, char** argv)
{
    if(argc != 2) {
        help();
        return 1;
    }

    FILE* f = 0;
    VideoCapture cap;
    char test_file[20] = "";

    if (strcmp(argv[1], "live") != 0)
    {
        sprintf(test_file, "%s", argv[1]);
        f = fopen(test_file, "r");
        char vid[20];
        int values_read = fscanf(f, "%s\n", vid);
        CV_Assert(values_read == 1);
        cout << "Benchmarking against " << vid << endl;
        live = 0;
    }
    else
    {
        cap.open(0);
        if (!cap.isOpened())
        {
            cout << "Failed to open camera" << endl;
            return 0;
        }
        cout << "Opened camera" << endl;
        cap.set(CAP_PROP_FRAME_WIDTH, 640);
        cap.set(CAP_PROP_FRAME_HEIGHT, 480);
        cap >> frame;
    }

    HybridTrackerParams params;
    // motion model params
    params.motion_model = CvMotionModel::LOW_PASS_FILTER;
    params.low_pass_gain = 0.1f;
    // mean shift params
    params.ms_tracker_weight = 0.8f;
    params.ms_params.tracking_type = CvMeanShiftTrackerParams::HS;
    // feature tracking params
    params.ft_tracker_weight = 0.2f;
    params.ft_params.feature_type = CvFeatureTrackerParams::OPTICAL_FLOW;
    params.ft_params.window_size = 0;

    HybridTracker tracker(params);
    char img_file[20] = "seqG/0001.png";
    char img_file_num[10];
    namedWindow("Win", 1);

    setMouseCallback("Win", onMouse, 0);

    int i = 0;
    float w[4];
    for(;;)
    {
        i++;
        if (live)
        {
            cap >> frame;
            if( frame.empty() )
                break;
            frame.copyTo(image);
        }
        else
        {
            int values_read = fscanf(f, "%d %f %f %f %f\n", &i, &w[0], &w[1], &w[2], &w[3]);
            CV_Assert(values_read == 5);
            sprintf(img_file, "seqG/%04d.png", i);
            image = imread(img_file, IMREAD_COLOR);
            if (image.empty())
                break;
            selection = Rect(cvRound(w[0]*image.cols), cvRound(w[1]*image.rows),
                             cvRound(w[2]*image.cols), cvRound(w[3]*image.rows));
        }

        sprintf(img_file_num, "Frame: %d", i);
        putText(image, img_file_num, Point(10, image.rows-20), FONT_HERSHEY_PLAIN, 0.75, Scalar(255, 255, 255));
        if (!image.empty())
        {

            if (trackObject < 0)
            {
                tracker.newTracker(image, selection);
                trackObject = 1;
            }

            if (trackObject)
            {
                tracker.updateTracker(image);
                drawRectangle(&image, tracker.getTrackingWindow());
            }

            if (selectObject && selection.width > 0 && selection.height > 0)
            {
                Mat roi(image, selection);
                bitwise_not(roi, roi);
            }

            drawRectangle(&image, Rect(cvRound(w[0]*image.cols), cvRound(w[1]*image.rows),
                                       cvRound(w[2]*image.cols), cvRound(w[3]*image.rows)));
            imshow("Win", image);

            waitKey(100);
        }
        else
            i = 0;
    }

    fclose(f);
    return 0;
}