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submodule
opencv_contrib
Commits
1db7b6e6
Commit
1db7b6e6
authored
Aug 27, 2015
by
Vladimir
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multiTracker_test.cpp
modules/tracking/samples/multiTracker_test.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 "opencv2/datasets/track_vot.hpp"
#include <opencv2/core/utility.hpp>
#include <opencv2/tracking.hpp>
#include <opencv2/videoio.hpp>
#include <opencv2/highgui.hpp>
#include <iostream>
using
namespace
std
;
using
namespace
cv
;
using
namespace
cv
::
datasets
;
#define NUM_TEST_FRAMES 1000
static
Mat
image
;
static
bool
paused
;
static
bool
selectObjects
=
false
;
static
bool
startSelection
=
false
;
vector
<
Rect2d
>
boundingBoxes
;
int
targetsCnt
=
0
;
int
targetsNum
=
0
;
Rect2d
boundingBox
;
static
const
char
*
keys
=
{
"{@tracker_algorithm | | Tracker algorithm }"
"{@target_num |1| Number of targets }"
"{@dataset_path |true| Dataset path }"
"{@dataset_id |1| Dataset ID }"
};
static
void
onMouse
(
int
event
,
int
x
,
int
y
,
int
,
void
*
)
{
if
(
!
selectObjects
)
{
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
);
boundingBoxes
.
push_back
(
boundingBox
);
targetsCnt
++
;
if
(
targetsCnt
==
targetsNum
)
{
paused
=
false
;
selectObjects
=
true
;
}
startSelection
=
false
;
break
;
case
EVENT_MOUSEMOVE
:
if
(
startSelection
&&
!
selectObjects
)
{
//draw the bounding box
Mat
currentFrame
;
image
.
copyTo
(
currentFrame
);
for
(
int
i
=
0
;
i
<
(
int
)
boundingBoxes
.
size
();
i
++
)
rectangle
(
currentFrame
,
boundingBoxes
[
i
],
Scalar
(
255
,
0
,
0
),
2
,
1
);
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
<<
"
\n
This 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 boxes around the targets to start the tracker
\n
"
"Example:
\n
"
"./example_tracking_multiTracker_dataset<tracker_algorithm> <number_of_targets> <dataset_path> <dataset_id>
\n
"
<<
endl
;
cout
<<
"
\n\n
Hot keys:
\n
"
"
\t
q - quit the program
\n
"
"
\t
p - pause video
\n
"
;
}
int
main
(
int
argc
,
char
*
argv
[])
{
CommandLineParser
parser
(
argc
,
argv
,
keys
);
string
tracker_algorithm
=
parser
.
get
<
string
>
(
0
);
targetsNum
=
parser
.
get
<
int
>
(
1
);
string
datasetRootPath
=
parser
.
get
<
string
>
(
2
);
int
datasetID
=
parser
.
get
<
int
>
(
3
);
if
(
tracker_algorithm
.
empty
()
||
datasetRootPath
.
empty
()
||
targetsNum
<
1
)
{
help
();
return
-
1
;
}
Mat
frame
;
paused
=
false
;
namedWindow
(
"Tracking API"
,
0
);
setMouseCallback
(
"Tracking API"
,
onMouse
,
0
);
MultiTrackerTLD
mt
;
//Init Dataset
Ptr
<
TRACK_vot
>
dataset
=
TRACK_vot
::
create
();
dataset
->
load
(
datasetRootPath
);
dataset
->
initDataset
(
datasetID
);
//Read first frame
dataset
->
getNextFrame
(
frame
);
frame
.
copyTo
(
image
);
for
(
int
i
=
0
;
i
<
(
int
)
boundingBoxes
.
size
();
i
++
)
rectangle
(
image
,
boundingBoxes
[
i
],
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
&&
selectObjects
)
{
//Initialize the tracker and add targets
for
(
int
i
=
0
;
i
<
(
int
)
boundingBoxes
.
size
();
i
++
)
{
if
(
!
mt
.
addTarget
(
frame
,
boundingBoxes
[
i
],
tracker_algorithm
))
{
cout
<<
"Trackers Init Error!!!"
;
return
0
;
}
rectangle
(
frame
,
boundingBoxes
[
i
],
mt
.
colors
[
0
],
2
,
1
);
}
initialized
=
true
;
}
else
if
(
initialized
)
{
//Update all targets
if
(
mt
.
update
(
frame
))
{
for
(
int
i
=
0
;
i
<
mt
.
targetNum
;
i
++
)
{
rectangle
(
frame
,
mt
.
boundingBoxes
[
i
],
mt
.
colors
[
i
],
2
,
1
);
}
}
}
imshow
(
"Tracking API"
,
frame
);
frameCounter
++
;
//Time measurment
int64
e2
=
getTickCount
();
double
t1
=
(
e2
-
e1
)
/
getTickFrequency
();
cout
<<
frameCounter
<<
"
\t
frame : "
<<
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
;
}
\ No newline at end of file
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