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Sep 13, 2019
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97 changes: 60 additions & 37 deletions modules/bgsegm/samples/bgfg.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -8,15 +8,15 @@ using namespace cv;
using namespace cv::bgsegm;

const String about =
"\nA program demonstrating the use and capabilities of different background subtraction algrorithms\n"
"\nA program demonstrating the use and capabilities of different background subtraction algorithms\n"
"Using OpenCV version " + String(CV_VERSION) +
"\nPress q or ESC to exit\n";
"\n\nPress 'c' to change the algorithm"
"\nPress 'm' to toggle showing only foreground mask or ghost effect"
"\nPress 'n' to change number of threads"
"\nPress SPACE to toggle wait delay of imshow"
"\nPress 'q' or ESC to exit\n";

const String keys =
"{help h usage ? | | print this message }"
"{vid | | path to a video file }"
"{algo | GMG | name of the algorithm (GMG, CNT, KNN, MOG, MOG2) }"
;
const String algos[7] = { "GMG", "CNT", "KNN", "MOG", "MOG2", "GSOC", "LSBP" };

static Ptr<BackgroundSubtractor> createBGSubtractorByName(const String& algoName)
{
Expand All @@ -31,42 +31,26 @@ static Ptr<BackgroundSubtractor> createBGSubtractorByName(const String& algoName
algo = createBackgroundSubtractorMOG();
else if(algoName == String("MOG2"))
algo = createBackgroundSubtractorMOG2();
else if(algoName == String("GSOC"))
algo = createBackgroundSubtractorGSOC();
else if(algoName == String("LSBP"))
algo = createBackgroundSubtractorLSBP();

return algo;
}

int main(int argc, char** argv)
{
CommandLineParser parser(argc, argv, keys);
CommandLineParser parser(argc, argv, "{@video | vtest.avi | path to a video file}");
parser.about(about);
parser.printMessage();
if (parser.has("help"))
{
parser.printMessage();
return 0;
}

String videoPath = parser.get<String>("vid");
String algoName = parser.get<String>("algo");
String videoPath = samples::findFile(parser.get<String>(0),false);

if (!parser.check())
{
parser.printErrors();
return 0;
}

Ptr<BackgroundSubtractor> bgfs = createBGSubtractorByName(algoName);
if (!bgfs)
{
std::cerr << "Failed to create " << algoName << " background subtractor" << std::endl;
return -1;
}
Ptr<BackgroundSubtractor> bgfs = createBGSubtractorByName(algos[0]);

VideoCapture cap;
if (argc > 1)
cap.open(videoPath);
else
cap.open(0);
cap.open(videoPath);

if (!cap.isOpened())
{
Expand All @@ -76,24 +60,63 @@ int main(int argc, char** argv)

Mat frame, fgmask, segm;

namedWindow("FG Segmentation", WINDOW_NORMAL);
int delay = 30;
int algo_index = 0;
int nthreads = getNumberOfCPUs();
bool show_fgmask = false;

for (;;)
{
cap >> frame;

if (frame.empty())
break;
{
cap.set(CAP_PROP_POS_FRAMES, 0);
cap >> frame;
}

bgfs->apply(frame, fgmask);

frame.convertTo(segm, CV_8U, 0.5);
add(frame, Scalar(100, 100, 0), segm, fgmask);
if (show_fgmask)
segm = fgmask;
else
{
frame.convertTo(segm, CV_8U, 0.5);
add(frame, Scalar(100, 100, 0), segm, fgmask);
}

putText(segm, algos[algo_index], Point(10, 30), FONT_HERSHEY_PLAIN, 2.0, Scalar(255, 0, 255), 2, LINE_AA);
putText(segm, format("%d threads", nthreads), Point(10, 60), FONT_HERSHEY_PLAIN, 2.0, Scalar(255, 0, 255), 2, LINE_AA);

imshow("FG Segmentation", segm);

int c = waitKey(30);
if (c == 'q' || c == 'Q' || (c & 255) == 27)
int c = waitKey(delay);

if (c == ' ')
delay = delay == 30 ? 1 : 30;

if (c == 'c' || c == 'C')
{
algo_index++;
if ( algo_index > 6 )
algo_index = 0;

bgfs = createBGSubtractorByName(algos[algo_index]);
}

if (c == 'n' || c == 'N')
{
nthreads++;
if ( nthreads > 8 )
nthreads = 1;

setNumThreads(nthreads);
}

if (c == 'm' || c == 'M')
show_fgmask = !show_fgmask;

if (c == 'q' || c == 'Q' || c == 27)
break;
}

Expand Down