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
// This file is part of OpenCV project.
// It is subject to the license terms in the LICENSE file found in the top-level directory
// of this distribution and at http://opencv.org/license.html.
#include "perf_precomp.hpp"
#ifdef HAVE_VIDEO_INPUT
#include "perf_bgfg_utils.hpp"
namespace opencv_test { namespace {
//////////////////////////// Mog2//////////////////////////
typedef tuple<std::string, int> VideoMOG2ParamType;
typedef TestBaseWithParam<VideoMOG2ParamType> MOG2_Apply;
typedef TestBaseWithParam<VideoMOG2ParamType> MOG2_GetBackgroundImage;
PERF_TEST_P(MOG2_Apply, Mog2, Combine(Values("gpu/video/768x576.avi", "gpu/video/1920x1080.avi"), Values(1,3)))
{
VideoMOG2ParamType params = GetParam();
const string inputFile = getDataPath(get<0>(params));
const int cn = get<1>(params);
int nFrame = 5;
vector<Mat> frame_buffer(nFrame);
cv::VideoCapture cap(inputFile);
ASSERT_TRUE(cap.isOpened());
prepareData(cap, cn, frame_buffer);
Mat foreground;
TEST_CYCLE()
{
Ptr<cv::BackgroundSubtractorMOG2> mog2 = createBackgroundSubtractorMOG2();
mog2->setDetectShadows(false);
foreground.release();
for (int i = 0; i < nFrame; i++)
{
mog2->apply(frame_buffer[i], foreground);
}
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P(MOG2_GetBackgroundImage, Mog2, Values(
std::make_pair<string, int>("gpu/video/768x576.avi", 5),
std::make_pair<string, int>("gpu/video/1920x1080.avi", 5)))
{
VideoMOG2ParamType params = GetParam();
const string inputFile = getDataPath(get<0>(params));
const int cn = 3;
const int skipFrames = get<1>(params);
int nFrame = 10;
vector<Mat> frame_buffer(nFrame);
cv::VideoCapture cap(inputFile);
ASSERT_TRUE(cap.isOpened());
prepareData(cap, cn, frame_buffer, skipFrames);
Mat foreground, background;
TEST_CYCLE()
{
Ptr<cv::BackgroundSubtractorMOG2> mog2 = createBackgroundSubtractorMOG2();
mog2->setDetectShadows(false);
foreground.release();
background.release();
for (int i = 0; i < nFrame; i++)
{
mog2->apply(frame_buffer[i], foreground);
}
mog2->getBackgroundImage(background);
}
#ifdef DEBUG_BGFG
imwrite(format("fg_%d_%d_mog2.png", frame_buffer[0].rows, cn), foreground);
imwrite(format("bg_%d_%d_mog2.png", frame_buffer[0].rows, cn), background);
#endif
SANITY_CHECK_NOTHING();
}
}}// namespace
#endif