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opencv_contrib/modules/tracking/samples/tracker.cpp
Antonella Cascitelli b5844affcc Added perf_test and test based on distance and overlap for tracking API
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
2013-11-12 15:47:55 +00:00

162 lines
3.7 KiB
C++

#include <opencv2/core/utility.hpp>
#include <opencv2/tracking.hpp>
#include <opencv2/highgui.hpp>
#include <iostream>
using namespace std;
using namespace cv;
static Mat image;
static Rect boundingBox;
static bool paused;
static bool selectObject = false;
static bool startSelection = false;
static const char* keys =
{ "{@tracker_algorithm | | Tracker algorithm }"
"{@video_name | | video name }"
"{@start_frame |1| Start frame }" };
static void help()
{
cout << "\nThis example shows the functionality of \"Long-term optical tracking API\""
"-- pause video [p] and draw a bounding box around the target to start the tracker\n"
"Example of <video_name> is in opencv_extra/testdata/cv/tracking/\n"
"Call:\n"
"./tracker <tracker_algorithm> <video_name> <start_frame>\n"
<< endl;
cout << "\n\nHot keys: \n"
"\tq - quit the program\n"
"\tp - pause video\n";
}
static void onMouse( int event, int x, int y, int, void* )
{
if( !selectObject )
{
switch ( event )
{
case EVENT_LBUTTONDOWN:
//set origin of the bounding box
startSelection = true;
boundingBox.x = x;
boundingBox.y = y;
break;
case EVENT_LBUTTONUP:
//sei with and height of the bounding box
boundingBox.width = std::abs( x - boundingBox.x );
boundingBox.height = std::abs( y - boundingBox.y );
paused = false;
selectObject = true;
break;
case EVENT_MOUSEMOVE:
if( startSelection && !selectObject )
{
//draw the bounding box
Mat currentFrame;
image.copyTo( currentFrame );
rectangle( currentFrame, Point( boundingBox.x, boundingBox.y ), Point( x, y ), Scalar( 255, 0, 0 ), 2, 1 );
imshow( "Tracking API", currentFrame );
}
break;
}
}
}
int main( int argc, char** argv )
{
CommandLineParser parser( argc, argv, keys );
String tracker_algorithm = parser.get<String>( 0 );
String video_name = parser.get<String>( 1 );
int start_frame = parser.get<int>( 2 );
if( tracker_algorithm.empty() || video_name.empty() )
{
help();
return -1;
}
//open the capture
VideoCapture cap;
cap.open( video_name );
cap.set( CAP_PROP_POS_FRAMES, start_frame );
if( !cap.isOpened() )
{
help();
cout << "***Could not initialize capturing...***\n";
cout << "Current parameter's value: \n";
parser.printMessage();
return -1;
}
Mat frame;
paused = true;
namedWindow( "Tracking API", 1 );
setMouseCallback( "Tracking API", onMouse, 0 );
//instantiates the specific Tracker
Ptr<Tracker> tracker = Tracker::create( tracker_algorithm );
if( tracker == NULL )
{
cout << "***Error in the instantiation of the tracker...***\n";
return -1;
}
//get the first frame
cap >> frame;
frame.copyTo( image );
imshow( "Tracking API", image );
bool initialized = false;
int frameCounter = 0;
for ( ;; )
{
if( !paused )
{
cap >> frame;
if( frame.empty() )
{
break;
}
frame.copyTo( image );
if( !initialized && selectObject )
{
//initializes the tracker
if( !tracker->init( frame, boundingBox ) )
{
cout << "***Could not initialize tracker...***\n";
return -1;
}
initialized = true;
}
else if( initialized )
{
//updates the tracker
if( tracker->update( frame, boundingBox ) )
{
rectangle( image, boundingBox, Scalar( 255, 0, 0 ), 2, 1 );
}
}
imshow( "Tracking API", image );
frameCounter++;
}
char c = (char) waitKey( 2 );
if( c == 'q' )
break;
if( c == 'p' )
paused = !paused;
}
return 0;
}