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@ -1,27 +1,23 @@ |
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#include <iostream> |
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#include <stdexcept> |
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#include <opencv2/objdetect.hpp> |
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#include <opencv2/highgui.hpp> |
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#include <opencv2/imgproc.hpp> |
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#include <iostream> |
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#include <opencv2/imgcodecs.hpp> |
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#include <opencv2/video.hpp> |
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#include <opencv2/videoio.hpp> |
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using namespace cv; |
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using namespace std; |
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static void help() |
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{ |
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cout << "\nThis program demonstrates the use of the HoG descriptor using\n" |
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" HOGDescriptor::hog.setSVMDetector(HOGDescriptor::getDefaultPeopleDetector());\n" |
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"Usage:\n" |
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"./peopledetect --i=<image_filename> | --d=<image_directory>\n\n" |
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"During execution:\n\tHit q or ESC key to quit.\n" |
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"\tUsing OpenCV version " << CV_VERSION << "\n" << endl; |
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} |
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const char* keys = |
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{ |
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"{help h||}" |
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"{image i| ../data/basketball2.png|input image name}" |
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"{directory d||images directory}" |
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"{ help h | | print help message }" |
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"{ image i | | specify input image}" |
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"{ camera c | | enable camera capturing }" |
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"{ video v | ../data/768x576.avi | use video as input }" |
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"{ directory d | | images directory}" |
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}; |
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static void detectAndDraw(const HOGDescriptor &hog, Mat &img) |
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@ -69,7 +65,12 @@ int main(int argc, char** argv) |
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if (parser.has("help")) |
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{ |
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help(); |
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cout << "\nThis program demonstrates the use of the HoG descriptor using\n" |
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" HOGDescriptor::hog.setSVMDetector(HOGDescriptor::getDefaultPeopleDetector());\n"; |
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parser.printMessage(); |
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cout << "During execution:\n\tHit q or ESC key to quit.\n" |
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"\tUsing OpenCV version " << CV_VERSION << "\n" |
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"Note: camera device number must be different from -1.\n" << endl; |
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return 0; |
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} |
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@ -78,6 +79,8 @@ int main(int argc, char** argv) |
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namedWindow("people detector", 1); |
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string pattern_glob = ""; |
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string video_filename = "../data/768x576.avi"; |
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int camera_id = -1; |
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if (parser.has("directory")) |
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{ |
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pattern_glob = parser.get<string>("directory"); |
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@ -86,26 +89,85 @@ int main(int argc, char** argv) |
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{ |
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pattern_glob = parser.get<string>("image"); |
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} |
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else if (parser.has("camera")) |
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{ |
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camera_id = parser.get<int>("camera"); |
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} |
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else if (parser.has("video")) |
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{ |
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video_filename = parser.get<string>("video"); |
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} |
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if (!pattern_glob.empty()) |
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if (!pattern_glob.empty() || camera_id != -1 || !video_filename.empty()) |
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{ |
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//Read from input image files
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vector<String> filenames; |
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String folder(pattern_glob); |
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glob(folder, filenames); |
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//Read from video file
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VideoCapture vc; |
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Mat frame; |
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for (vector<String>::const_iterator it = filenames.begin(); it != filenames.end(); ++it) |
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if (!pattern_glob.empty()) |
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{ |
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cout << "\nRead: " << *it << endl; |
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// Read current image
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Mat current_image = imread(*it); |
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String folder(pattern_glob); |
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glob(folder, filenames); |
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} |
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else if (camera_id != -1) |
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{ |
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vc.open(camera_id); |
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if (!vc.isOpened()) |
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{ |
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stringstream msg; |
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msg << "can't open camera: " << camera_id; |
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throw runtime_error(msg.str()); |
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} |
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} |
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else |
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{ |
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vc.open(video_filename.c_str()); |
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if (!vc.isOpened()) |
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throw runtime_error(string("can't open video file: " + video_filename)); |
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} |
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vector<String>::const_iterator it_image = filenames.begin(); |
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if (current_image.empty()) |
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continue; |
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for (;;) |
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{ |
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if (!pattern_glob.empty()) |
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{ |
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bool read_image_ok = false; |
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for (; it_image != filenames.end(); ++it_image) |
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{ |
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cout << "\nRead: " << *it_image << endl; |
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// Read current image
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frame = imread(*it_image); |
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if (!frame.empty()) |
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{ |
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++it_image; |
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read_image_ok = true; |
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break; |
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} |
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} |
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//No more valid images
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if (!read_image_ok) |
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{ |
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//Release the image in order to exit the while loop
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frame.release(); |
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} |
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} |
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else |
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{ |
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vc >> frame; |
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} |
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if (frame.empty()) |
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break; |
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detectAndDraw(hog, current_image); |
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detectAndDraw(hog, frame); |
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imshow("people detector", current_image); |
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int c = waitKey(0) & 255; |
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imshow("people detector", frame); |
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int c = waitKey( vc.isOpened() ? 30 : 0 ) & 255; |
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if ( c == 'q' || c == 'Q' || c == 27) |
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break; |
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} |
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