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vendor: OpenCV 5.0.0 snapshot at 755e50675d97db9b7d449d8bd6b09888646f6c6e

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modules/tracking/test/test_trackers.cpp
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/*M///////////////////////////////////////////////////////////////////////////////////////
//
// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
//
// By downloading, copying, installing or using the software you agree to this license.
// If you do not agree to this license, do not download, install,
// copy or use the software.
//
//
// License Agreement
// For Open Source Computer Vision Library
//
// Copyright (C) 2013, OpenCV Foundation, all rights reserved.
// Third party copyrights are property of their respective owners.
//
// Redistribution and use in source and binary forms, with or without modification,
// are permitted provided that the following conditions are met:
//
// * Redistribution's of source code must retain the above copyright notice,
// this list of conditions and the following disclaimer.
//
// * Redistribution's in binary form must reproduce the above copyright notice,
// this list of conditions and the following disclaimer in the documentation
// and/or other materials provided with the distribution.
//
// * The name of the copyright holders may not be used to endorse or promote products
// derived from this software without specific prior written permission.
//
// This software is provided by the copyright holders and contributors "as is" and
// any express or implied warranties, including, but not limited to, the implied
// warranties of merchantability and fitness for a particular purpose are disclaimed.
// In no event shall the Intel Corporation or contributors be liable for any direct,
// indirect, incidental, special, exemplary, or consequential damages
// (including, but not limited to, procurement of substitute goods or services;
// loss of use, data, or profits; or business interruption) however caused
// and on any theory of liability, whether in contract, strict liability,
// or tort (including negligence or otherwise) arising in any way out of
// the use of this software, even if advised of the possibility of such damage.
//
//M*/
#include "test_precomp.hpp"
#define TEST_LEGACY
#include <opencv2/tracking/tracking_legacy.hpp>
//#define DEBUG_TEST
#ifdef DEBUG_TEST
#include <opencv2/highgui.hpp>
#endif
namespace opencv_test { namespace {
//using namespace cv::tracking;
#define TESTSET_NAMES testing::Values("david","dudek","faceocc2")
const string TRACKING_DIR = "tracking";
const string FOLDER_IMG = "data";
const string FOLDER_OMIT_INIT = "initOmit";
// Check used "cmake" version in case of errors
// Check compiler command line options for <opencv>/modules include
#include "video/test/test_trackers.impl.hpp"
/****************************************************************************************\
* Tests registrations *
\****************************************************************************************/
//[TESTDATA]
PARAM_TEST_CASE(DistanceAndOverlap, string)
{
string dataset;
virtual void SetUp()
{
dataset = GET_PARAM(0);
}
};
TEST_P(DistanceAndOverlap, MedianFlow)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerMedianFlow::create(), dataset, 35, .5f, NoTransform, 1, 1);
test.run();
}
TEST_P(DistanceAndOverlap, Boosting)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerBoosting::create(), dataset, 70, .7f, NoTransform);
test.run();
}
TEST_P(DistanceAndOverlap, KCF)
{
TrackerTest<Tracker, Rect> test(TrackerKCF::create(), dataset, 20, .35f, NoTransform, 5);
test.run();
}
#ifdef TEST_LEGACY
TEST_P(DistanceAndOverlap, KCF_legacy)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerKCF::create(), dataset, 20, .35f, NoTransform, 5);
test.run();
}
#endif
TEST_P(DistanceAndOverlap, TLD)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerTLD::create(), dataset, 40, .45f, NoTransform);
test.run();
}
TEST_P(DistanceAndOverlap, MOSSE)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerMOSSE::create(), dataset, 22, .7f, NoTransform);
test.run();
}
TEST_P(DistanceAndOverlap, CSRT)
{
TrackerTest<Tracker, Rect> test(TrackerCSRT::create(), dataset, 22, .7f, NoTransform);
test.run();
}
#ifdef TEST_LEGACY
TEST_P(DistanceAndOverlap, CSRT_legacy)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerCSRT::create(), dataset, 22, .7f, NoTransform);
test.run();
}
#endif
/***************************************************************************************/
//Tests with shifted initial window
TEST_P(DistanceAndOverlap, Shifted_Data_MedianFlow)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerMedianFlow::create(), dataset, 80, .2f, CenterShiftLeft, 1, 1);
test.run();
}
TEST_P(DistanceAndOverlap, Shifted_Data_Boosting)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerBoosting::create(), dataset, 80, .65f, CenterShiftLeft);
test.run();
}
TEST_P(DistanceAndOverlap, Shifted_Data_KCF)
{
TrackerTest<Tracker, Rect> test(TrackerKCF::create(), dataset, 20, .4f, CenterShiftLeft, 5);
test.run();
}
#ifdef TEST_LEGACY
TEST_P(DistanceAndOverlap, Shifted_Data_KCF_legacy)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerKCF::create(), dataset, 20, .4f, CenterShiftLeft, 5);
test.run();
}
#endif
TEST_P(DistanceAndOverlap, Shifted_Data_TLD)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerTLD::create(), dataset, 30, .35f, CenterShiftLeft);
test.run();
}
TEST_P(DistanceAndOverlap, Shifted_Data_MOSSE)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerMOSSE::create(), dataset, 13, .69f, CenterShiftLeft);
test.run();
}
TEST_P(DistanceAndOverlap, Shifted_Data_CSRT)
{
TrackerTest<Tracker, Rect> test(TrackerCSRT::create(), dataset, 13, .69f, CenterShiftLeft);
test.run();
}
#ifdef TEST_LEGACY
TEST_P(DistanceAndOverlap, Shifted_Data_CSRT_legacy)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerCSRT::create(), dataset, 13, .69f, CenterShiftLeft);
test.run();
}
#endif
/***************************************************************************************/
//Tests with scaled initial window
TEST_P(DistanceAndOverlap, Scaled_Data_MedianFlow)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerMedianFlow::create(), dataset, 25, .5f, Scale_1_1, 1, 1);
test.run();
}
TEST_P(DistanceAndOverlap, Scaled_Data_Boosting)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerBoosting::create(), dataset, 80, .7f, Scale_1_1);
test.run();
}
TEST_P(DistanceAndOverlap, Scaled_Data_KCF)
{
TrackerTest<Tracker, Rect> test(TrackerKCF::create(), dataset, 20, .4f, Scale_1_1, 5);
test.run();
}
#ifdef TEST_LEGACY
TEST_P(DistanceAndOverlap, Scaled_Data_KCF_legacy)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerKCF::create(), dataset, 20, .4f, Scale_1_1, 5);
test.run();
}
#endif
TEST_P(DistanceAndOverlap, Scaled_Data_TLD)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerTLD::create(), dataset, 30, .45f, Scale_1_1);
test.run();
}
TEST_P(DistanceAndOverlap, Scaled_Data_MOSSE)
{
TrackerTest<legacy::Tracker> test(legacy::TrackerMOSSE::create(), dataset, 22, 0.69f, Scale_1_1, 1);
test.run();
}
TEST_P(DistanceAndOverlap, Scaled_Data_CSRT)
{
TrackerTest<Tracker, Rect> test(TrackerCSRT::create(), dataset, 22, 0.69f, Scale_1_1, 1);
test.run();
}
#ifdef TEST_LEGACY
TEST_P(DistanceAndOverlap, Scaled_Data_CSRT_legacy)
{
TrackerTest<Tracker, Rect> test(TrackerCSRT::create(), dataset, 22, 0.69f, Scale_1_1, 1);
test.run();
}
#endif
INSTANTIATE_TEST_CASE_P(Tracking, DistanceAndOverlap, TESTSET_NAMES);
}} // namespace