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https://github.com/opencv/opencv_contrib.git
synced 2025-10-19 11:21:39 +08:00

Added OPE tests tracking - Reinitialized random number generator (TrackerMIL and TrackerBoosting) - Removed unused meanSigmaPair Changed sample tracker.cpp with a list of images instead the video file Modified OPE tests tracking - The overlap threshold varies from 0.0 to 1.0 - The location error threshold varies from 0 to 50 Changed name for the tests Removed unused field Enlarged first rect of 10% respect the ground truth Added TRE test TRE test for the temporal robustness evaluation Added SRE Test (spatial robustness evaluation) - Removed the enlargment of the first frame - TRE corrected the computation of the distance and the overlap - TrackerBoosting changed the search factor Fixed last segment in test TRE First stub for regression test Added test for faceocc2 Added perf_test for mil and boosting trackers Modified SANITY_CHECK with ERROR_RELATIVE In xml generated added the ratio between of the correct bounding box (based on dynamic threshold) OPE Test: works with video and not with sequence of images TRE Test: works with video and not with sequence of images SRE Test: works with video and not with sequence of images Perf test: works with video and not with sequence of images Removed unused file sample tracker.cpp: works with video and not with sequence of images
162 lines
3.7 KiB
C++
162 lines
3.7 KiB
C++
#include <opencv2/core/utility.hpp>
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#include <opencv2/tracking.hpp>
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#include <opencv2/highgui.hpp>
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#include <iostream>
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using namespace std;
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using namespace cv;
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static Mat image;
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static Rect boundingBox;
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static bool paused;
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static bool selectObject = false;
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static bool startSelection = false;
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static const char* keys =
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{ "{@tracker_algorithm | | Tracker algorithm }"
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"{@video_name | | video name }"
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"{@start_frame |1| Start frame }" };
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static void help()
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{
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cout << "\nThis example shows the functionality of \"Long-term optical tracking API\""
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"-- pause video [p] and draw a bounding box around the target to start the tracker\n"
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"Example of <video_name> is in opencv_extra/testdata/cv/tracking/\n"
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"Call:\n"
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"./tracker <tracker_algorithm> <video_name> <start_frame>\n"
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<< endl;
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cout << "\n\nHot keys: \n"
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"\tq - quit the program\n"
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"\tp - pause video\n";
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}
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static void onMouse( int event, int x, int y, int, void* )
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{
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if( !selectObject )
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{
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switch ( event )
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{
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case EVENT_LBUTTONDOWN:
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//set origin of the bounding box
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startSelection = true;
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boundingBox.x = x;
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boundingBox.y = y;
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break;
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case EVENT_LBUTTONUP:
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//sei with and height of the bounding box
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boundingBox.width = std::abs( x - boundingBox.x );
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boundingBox.height = std::abs( y - boundingBox.y );
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paused = false;
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selectObject = true;
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break;
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case EVENT_MOUSEMOVE:
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if( startSelection && !selectObject )
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{
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//draw the bounding box
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Mat currentFrame;
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image.copyTo( currentFrame );
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rectangle( currentFrame, Point( boundingBox.x, boundingBox.y ), Point( x, y ), Scalar( 255, 0, 0 ), 2, 1 );
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imshow( "Tracking API", currentFrame );
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}
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break;
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}
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}
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}
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int main( int argc, char** argv )
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{
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CommandLineParser parser( argc, argv, keys );
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String tracker_algorithm = parser.get<String>( 0 );
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String video_name = parser.get<String>( 1 );
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int start_frame = parser.get<int>( 2 );
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if( tracker_algorithm.empty() || video_name.empty() )
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{
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help();
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return -1;
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}
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//open the capture
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VideoCapture cap;
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cap.open( video_name );
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cap.set( CAP_PROP_POS_FRAMES, start_frame );
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if( !cap.isOpened() )
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{
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help();
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cout << "***Could not initialize capturing...***\n";
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cout << "Current parameter's value: \n";
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parser.printMessage();
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return -1;
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}
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Mat frame;
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paused = true;
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namedWindow( "Tracking API", 1 );
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setMouseCallback( "Tracking API", onMouse, 0 );
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//instantiates the specific Tracker
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Ptr<Tracker> tracker = Tracker::create( tracker_algorithm );
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if( tracker == NULL )
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{
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cout << "***Error in the instantiation of the tracker...***\n";
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return -1;
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}
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//get the first frame
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cap >> frame;
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frame.copyTo( image );
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imshow( "Tracking API", image );
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bool initialized = false;
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int frameCounter = 0;
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for ( ;; )
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{
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if( !paused )
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{
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cap >> frame;
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if( frame.empty() )
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{
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break;
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}
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frame.copyTo( image );
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if( !initialized && selectObject )
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{
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//initializes the tracker
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if( !tracker->init( frame, boundingBox ) )
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{
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cout << "***Could not initialize tracker...***\n";
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return -1;
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}
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initialized = true;
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}
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else if( initialized )
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{
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//updates the tracker
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if( tracker->update( frame, boundingBox ) )
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{
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rectangle( image, boundingBox, Scalar( 255, 0, 0 ), 2, 1 );
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}
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}
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imshow( "Tracking API", image );
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frameCounter++;
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}
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char c = (char) waitKey( 2 );
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if( c == 'q' )
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break;
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if( c == 'p' )
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paused = !paused;
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}
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return 0;
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}
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