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HOG People Detector on image

asked 2016-05-24 17:02:30 -0500

marcob88 gravatar image

I'm try to use HOG People Detector for obtain Region of Interest. I have this depth image image description and the istruction is:

    HOGDescriptor hog;
hog.setSVMDetector(HOGDescriptor::getDefaultPeopleDetector());


vector<Rect> found, found_filtered;
hog.detectMultiScale(falseColorsMap, found, 0, Size(16, 16), Size(32, 32), 1.05, 2);
size_t i, j;
for (i = 0; i<found.size(); i++)
{
    Rect r = found[i];
    for (j = 0; j<found.size(); j++)
        if (j != i && (r & found[j]) == r)
            break;
    if (j == found.size())
        found_filtered.push_back(r);
}

for (i = 0; i<found_filtered.size(); i++)
{
    Rect r = found_filtered[i];
    r.x += cvRound(r.width*0.1);
    r.width = cvRound(r.width*0.8);
    r.y += cvRound(r.height*0.07);
    r.height = cvRound(r.height*0.8);
    rectangle(img, r.tl(), r.br(), Scalar(0, 255, 0), 3);
}

namedWindow("Display window", WINDOW_AUTOSIZE);// Create a window for display.
imshow("Display window", falseColorsMap);                   // Show our image inside it.

waitKey(0);                                          // Wait for a keystroke in the window
return 0;

how i can detect roi?

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Comments

I don't want write on every post "use a neuronal network / pretrained model(yes there are good people detectors out there)" but its just way more efficient and accurate...

holger gravatar imageholger ( 2019-09-25 19:10:56 -0500 )edit

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answered 2019-09-25 09:13:53 -0500

CV gravatar image

If I understand your question, I think you mean you want to draw rectangle around the detected objects, from what I see you are drawing the rectangle on the img, I think you need to draw it on flaseColorMap.

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Asked: 2016-05-24 17:02:30 -0500

Seen: 275 times

Last updated: Sep 25 '19