1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241
|
/*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*/
//
// !!! this sample requires the opencv_datasets module !!!
//
#include "opencv2/opencv_modules.hpp"
#ifdef HAVE_OPENCV_DATASETS
#include "opencv2/datasets/track_vot.hpp"
#include <opencv2/core/utility.hpp>
#include <opencv2/tracking.hpp>
#include <opencv2/videoio.hpp>
#include <opencv2/highgui.hpp>
#include <opencv2/imgproc.hpp>
#include <iostream>
using namespace std;
using namespace cv;
using namespace cv::datasets;
#define NUM_TEST_FRAMES 300
#define TEST_VIDEO_INDEX 1 //TLD Dataset Video Index from 1-10
//#define RECORD_VIDEO_FLG
static Mat image;
static Rect2d boundingBox;
static bool paused;
static bool selectObject = false;
static bool startSelection = false;
static const char* keys =
{ "{@tracker_algorithm | | Tracker algorithm }"
"{@dataset_path |true| Dataset path }"
"{@dataset_id |1| Dataset ID }"
};
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;
boundingBox.width = boundingBox.height = 0;
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((int)boundingBox.x, (int)boundingBox.y), Point(x, y), Scalar(255, 0, 0), 2, 1);
imshow("Tracking API", currentFrame);
}
break;
}
}
}
static void help()
{
cout << "\nThis example shows the functionality of \"Long-term optical tracking API\""
"TLD dataset ID: 1~10, VOT2015 dataset ID: 1~60\n"
"-- pause video [p] and draw a bounding box around the target to start the tracker\n"
"Example:\n"
"./example_tracking_tracker_dataset <tracker_algorithm> <dataset_path> <dataset_id>\n"
<< endl;
cout << "\n\nHot keys: \n"
"\tq - quit the program\n"
"\tp - pause video\n";
}
int main(int argc, char *argv[])
{
CommandLineParser parser(argc, argv, keys);
string tracker_algorithm = parser.get<string>(0);
string datasetRootPath = parser.get<string>(1);
int datasetID = parser.get<int>(2);
if (tracker_algorithm.empty() || datasetRootPath.empty())
{
help();
return -1;
}
Mat frame;
paused = false;
namedWindow("Tracking API", 0);
setMouseCallback("Tracking API", onMouse, 0);
//Create Tracker
Ptr<Tracker> tracker = Tracker::create(tracker_algorithm);
if (tracker == NULL)
{
cout << "***Error in the instantiation of the tracker...***\n";
getchar();
return 0;
}
//Init Dataset
Ptr<TRACK_vot> dataset = TRACK_vot::create();
dataset->load(datasetRootPath);
dataset->initDataset(datasetID);
//Read first frame
dataset->getNextFrame(frame);
frame.copyTo(image);
rectangle(image, boundingBox, Scalar(255, 0, 0), 2, 1);
imshow("Tracking API", image);
bool initialized = false;
paused = true;
int frameCounter = 0;
//Time measurment
int64 e3 = getTickCount();
for (;;)
{
if (!paused)
{
//Time measurment
int64 e1 = getTickCount();
if (initialized){
if (!dataset->getNextFrame(frame))
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++;
//Time measurment
int64 e2 = getTickCount();
double t1 = (e2 - e1) / getTickFrequency();
cout << frameCounter << "\tframe : " << t1 * 1000.0 << "ms" << endl;
}
char c = (char)waitKey(2);
if (c == 'q')
break;
if (c == 'p')
paused = !paused;
//waitKey(0);
}
//Time measurment
int64 e4 = getTickCount();
double t2 = (e4 - e3) / getTickFrequency();
cout << "Average Time for Frame: " << t2 * 1000.0 / frameCounter << "ms" << endl;
cout << "Average FPS: " << 1.0 / t2*frameCounter << endl;
waitKey(0);
return 0;
}
#else // ! HAVE_OPENCV_DATASETS
int main() {
CV_Error(cv::Error::StsNotImplemented , "this sample needs to be built with opencv_datasets !");
return -1;
}
#endif // HAVE_OPENCV_DATASETS
|