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submodule
opencv
Commits
67838a7a
Commit
67838a7a
authored
Mar 27, 2012
by
Andrey Kamaev
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Made dependency of opencv_objdetect from opencv_highgui optional.
parent
e1378aad
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Showing
4 changed files
with
91 additions
and
77 deletions
+91
-77
CMakeLists.txt
modules/objdetect/CMakeLists.txt
+1
-1
latentsvm.cpp
modules/objdetect/src/latentsvm.cpp
+6
-0
latentsvmdetector.cpp
modules/objdetect/src/latentsvmdetector.cpp
+79
-75
precomp.hpp
modules/objdetect/src/precomp.hpp
+5
-1
No files found.
modules/objdetect/CMakeLists.txt
View file @
67838a7a
set
(
the_description
"Object Detection"
)
set
(
the_description
"Object Detection"
)
ocv_define_module
(
objdetect opencv_
highgui opencv_calib3d
)
ocv_define_module
(
objdetect opencv_
calib3d OPTIONAL opencv_highgui
)
modules/objdetect/src/latentsvm.cpp
View file @
67838a7a
...
@@ -388,7 +388,9 @@ int showRootFilterBoxes(IplImage *image,
...
@@ -388,7 +388,9 @@ int showRootFilterBoxes(IplImage *image,
cvRectangle
(
image
,
points
[
i
],
oppositePoint
,
cvRectangle
(
image
,
points
[
i
],
oppositePoint
,
color
,
thickness
,
line_type
,
shift
);
color
,
thickness
,
line_type
,
shift
);
}
}
#ifdef HAVE_OPENCV_HIGHGUI
cvShowImage
(
"Initial image"
,
image
);
cvShowImage
(
"Initial image"
,
image
);
#endif
return
LATENT_SVM_OK
;
return
LATENT_SVM_OK
;
}
}
...
@@ -442,7 +444,9 @@ int showPartFilterBoxes(IplImage *image,
...
@@ -442,7 +444,9 @@ int showPartFilterBoxes(IplImage *image,
color
,
thickness
,
line_type
,
shift
);
color
,
thickness
,
line_type
,
shift
);
}
}
}
}
#ifdef HAVE_OPENCV_HIGHGUI
cvShowImage
(
"Initial image"
,
image
);
cvShowImage
(
"Initial image"
,
image
);
#endif
return
LATENT_SVM_OK
;
return
LATENT_SVM_OK
;
}
}
...
@@ -476,7 +480,9 @@ int showBoxes(IplImage *img,
...
@@ -476,7 +480,9 @@ int showBoxes(IplImage *img,
cvRectangle
(
img
,
points
[
i
],
oppositePoints
[
i
],
cvRectangle
(
img
,
points
[
i
],
oppositePoints
[
i
],
color
,
thickness
,
line_type
,
shift
);
color
,
thickness
,
line_type
,
shift
);
}
}
#ifdef HAVE_OPENCV_HIGHGUI
cvShowImage
(
"Initial image"
,
img
);
cvShowImage
(
"Initial image"
,
img
);
#endif
return
LATENT_SVM_OK
;
return
LATENT_SVM_OK
;
}
}
...
...
modules/objdetect/src/latentsvmdetector.cpp
View file @
67838a7a
#include "precomp.hpp"
#include "precomp.hpp"
#include "_lsvmparser.h"
#include "_lsvmparser.h"
#include "_lsvm_matching.h"
#include "_lsvm_matching.h"
/*
/*
// load trained detector from a file
// load trained detector from a file
...
@@ -8,34 +8,34 @@
...
@@ -8,34 +8,34 @@
// API
// API
// CvLatentSvmDetector* cvLoadLatentSvmDetector(const char* filename);
// CvLatentSvmDetector* cvLoadLatentSvmDetector(const char* filename);
// INPUT
// INPUT
// filename
- path to the file containing the parameters of
// filename
- path to the file containing the parameters of
//
- trained Latent SVM detector
//
- trained Latent SVM detector
// OUTPUT
// OUTPUT
// trained Latent SVM detector in internal representation
// trained Latent SVM detector in internal representation
*/
*/
CvLatentSvmDetector
*
cvLoadLatentSvmDetector
(
const
char
*
filename
)
CvLatentSvmDetector
*
cvLoadLatentSvmDetector
(
const
char
*
filename
)
{
{
CvLatentSvmDetector
*
detector
=
0
;
CvLatentSvmDetector
*
detector
=
0
;
CvLSVMFilterObject
**
filters
=
0
;
CvLSVMFilterObject
**
filters
=
0
;
int
kFilters
=
0
;
int
kFilters
=
0
;
int
kComponents
=
0
;
int
kComponents
=
0
;
int
*
kPartFilters
=
0
;
int
*
kPartFilters
=
0
;
float
*
b
=
0
;
float
*
b
=
0
;
float
scoreThreshold
=
0.
f
;
float
scoreThreshold
=
0.
f
;
int
err_code
=
0
;
int
err_code
=
0
;
err_code
=
loadModel
(
filename
,
&
filters
,
&
kFilters
,
&
kComponents
,
&
kPartFilters
,
&
b
,
&
scoreThreshold
);
err_code
=
loadModel
(
filename
,
&
filters
,
&
kFilters
,
&
kComponents
,
&
kPartFilters
,
&
b
,
&
scoreThreshold
);
if
(
err_code
!=
LATENT_SVM_OK
)
return
0
;
if
(
err_code
!=
LATENT_SVM_OK
)
return
0
;
detector
=
(
CvLatentSvmDetector
*
)
malloc
(
sizeof
(
CvLatentSvmDetector
));
detector
=
(
CvLatentSvmDetector
*
)
malloc
(
sizeof
(
CvLatentSvmDetector
));
detector
->
filters
=
filters
;
detector
->
filters
=
filters
;
detector
->
b
=
b
;
detector
->
b
=
b
;
detector
->
num_components
=
kComponents
;
detector
->
num_components
=
kComponents
;
detector
->
num_filters
=
kFilters
;
detector
->
num_filters
=
kFilters
;
detector
->
num_part_filters
=
kPartFilters
;
detector
->
num_part_filters
=
kPartFilters
;
detector
->
score_threshold
=
scoreThreshold
;
detector
->
score_threshold
=
scoreThreshold
;
return
detector
;
return
detector
;
}
}
/*
/*
...
@@ -44,68 +44,70 @@ CvLatentSvmDetector* cvLoadLatentSvmDetector(const char* filename)
...
@@ -44,68 +44,70 @@ CvLatentSvmDetector* cvLoadLatentSvmDetector(const char* filename)
// API
// API
// void cvReleaseLatentSvmDetector(CvLatentSvmDetector** detector);
// void cvReleaseLatentSvmDetector(CvLatentSvmDetector** detector);
// INPUT
// INPUT
// detector
- CvLatentSvmDetector structure to be released
// detector
- CvLatentSvmDetector structure to be released
// OUTPUT
// OUTPUT
*/
*/
void
cvReleaseLatentSvmDetector
(
CvLatentSvmDetector
**
detector
)
void
cvReleaseLatentSvmDetector
(
CvLatentSvmDetector
**
detector
)
{
{
free
((
*
detector
)
->
b
);
free
((
*
detector
)
->
b
);
free
((
*
detector
)
->
num_part_filters
);
free
((
*
detector
)
->
num_part_filters
);
for
(
int
i
=
0
;
i
<
(
*
detector
)
->
num_filters
;
i
++
)
for
(
int
i
=
0
;
i
<
(
*
detector
)
->
num_filters
;
i
++
)
{
{
free
((
*
detector
)
->
filters
[
i
]
->
H
);
free
((
*
detector
)
->
filters
[
i
]
->
H
);
free
((
*
detector
)
->
filters
[
i
]);
free
((
*
detector
)
->
filters
[
i
]);
}
}
free
((
*
detector
)
->
filters
);
free
((
*
detector
)
->
filters
);
free
((
*
detector
));
free
((
*
detector
));
*
detector
=
0
;
*
detector
=
0
;
}
}
/*
/*
// find rectangular regions in the given image that are likely
// find rectangular regions in the given image that are likely
// to contain objects and corresponding confidence levels
// to contain objects and corresponding confidence levels
//
//
// API
// API
// CvSeq* cvLatentSvmDetectObjects(const IplImage* image,
// CvSeq* cvLatentSvmDetectObjects(const IplImage* image,
//
CvLatentSvmDetector* detector,
//
CvLatentSvmDetector* detector,
//
CvMemStorage* storage,
//
CvMemStorage* storage,
//
float overlap_threshold = 0.5f,
//
float overlap_threshold = 0.5f,
int numThreads = -1);
int numThreads = -1);
// INPUT
// INPUT
// image
- image to detect objects in
// image
- image to detect objects in
// detector
- Latent SVM detector in internal representation
// detector
- Latent SVM detector in internal representation
// storage
- memory storage to store the resultant sequence
// storage
- memory storage to store the resultant sequence
//
of the object candidate rectangles
//
of the object candidate rectangles
// overlap_threshold
- threshold for the non-maximum suppression algorithm [here will be the reference to original paper]
// overlap_threshold
- threshold for the non-maximum suppression algorithm [here will be the reference to original paper]
// OUTPUT
// OUTPUT
// sequence of detected objects (bounding boxes and confidence levels stored in CvObjectDetection structures)
// sequence of detected objects (bounding boxes and confidence levels stored in CvObjectDetection structures)
*/
*/
CvSeq
*
cvLatentSvmDetectObjects
(
IplImage
*
image
,
CvSeq
*
cvLatentSvmDetectObjects
(
IplImage
*
image
,
CvLatentSvmDetector
*
detector
,
CvLatentSvmDetector
*
detector
,
CvMemStorage
*
storage
,
CvMemStorage
*
storage
,
float
overlap_threshold
,
int
numThreads
)
float
overlap_threshold
,
int
numThreads
)
{
{
CvLSVMFeaturePyramid
*
H
=
0
;
CvLSVMFeaturePyramid
*
H
=
0
;
CvPoint
*
points
=
0
,
*
oppPoints
=
0
;
CvPoint
*
points
=
0
,
*
oppPoints
=
0
;
int
kPoints
=
0
;
int
kPoints
=
0
;
float
*
score
=
0
;
float
*
score
=
0
;
unsigned
int
maxXBorder
=
0
,
maxYBorder
=
0
;
unsigned
int
maxXBorder
=
0
,
maxYBorder
=
0
;
int
numBoxesOut
=
0
;
int
numBoxesOut
=
0
;
CvPoint
*
pointsOut
=
0
;
CvPoint
*
pointsOut
=
0
;
CvPoint
*
oppPointsOut
=
0
;
CvPoint
*
oppPointsOut
=
0
;
float
*
scoreOut
=
0
;
float
*
scoreOut
=
0
;
CvSeq
*
result_seq
=
0
;
CvSeq
*
result_seq
=
0
;
int
error
=
0
;
int
error
=
0
;
cvConvertImage
(
image
,
image
,
CV_CVTIMG_SWAP_RB
);
if
(
image
->
nChannels
==
3
)
cvCvtColor
(
image
,
image
,
CV_BGR2RGB
);
// Getting maximum filter dimensions
// Getting maximum filter dimensions
getMaxFilterDims
((
const
CvLSVMFilterObject
**
)(
detector
->
filters
),
detector
->
num_components
,
getMaxFilterDims
((
const
CvLSVMFilterObject
**
)(
detector
->
filters
),
detector
->
num_components
,
detector
->
num_part_filters
,
&
maxXBorder
,
&
maxYBorder
);
detector
->
num_part_filters
,
&
maxXBorder
,
&
maxYBorder
);
// Create feature pyramid with nullable border
// Create feature pyramid with nullable border
H
=
createFeaturePyramidWithBorder
(
image
,
maxXBorder
,
maxYBorder
);
H
=
createFeaturePyramidWithBorder
(
image
,
maxXBorder
,
maxYBorder
);
// Search object
// Search object
error
=
searchObjectThresholdSomeComponents
(
H
,
(
const
CvLSVMFilterObject
**
)(
detector
->
filters
),
error
=
searchObjectThresholdSomeComponents
(
H
,
(
const
CvLSVMFilterObject
**
)(
detector
->
filters
),
detector
->
num_components
,
detector
->
num_part_filters
,
detector
->
b
,
detector
->
score_threshold
,
detector
->
num_components
,
detector
->
num_part_filters
,
detector
->
b
,
detector
->
score_threshold
,
&
points
,
&
oppPoints
,
&
score
,
&
kPoints
,
numThreads
);
&
points
,
&
oppPoints
,
&
score
,
&
kPoints
,
numThreads
);
if
(
error
!=
LATENT_SVM_OK
)
if
(
error
!=
LATENT_SVM_OK
)
{
{
...
@@ -118,28 +120,30 @@ CvSeq* cvLatentSvmDetectObjects(IplImage* image,
...
@@ -118,28 +120,30 @@ CvSeq* cvLatentSvmDetectObjects(IplImage* image,
nonMaximumSuppression
(
kPoints
,
points
,
oppPoints
,
score
,
overlap_threshold
,
nonMaximumSuppression
(
kPoints
,
points
,
oppPoints
,
score
,
overlap_threshold
,
&
numBoxesOut
,
&
pointsOut
,
&
oppPointsOut
,
&
scoreOut
);
&
numBoxesOut
,
&
pointsOut
,
&
oppPointsOut
,
&
scoreOut
);
result_seq
=
cvCreateSeq
(
0
,
sizeof
(
CvSeq
),
sizeof
(
CvObjectDetection
),
storage
);
result_seq
=
cvCreateSeq
(
0
,
sizeof
(
CvSeq
),
sizeof
(
CvObjectDetection
),
storage
);
for
(
int
i
=
0
;
i
<
numBoxesOut
;
i
++
)
for
(
int
i
=
0
;
i
<
numBoxesOut
;
i
++
)
{
{
CvObjectDetection
detection
=
{{
0
,
0
,
0
,
0
},
0
};
CvObjectDetection
detection
=
{{
0
,
0
,
0
,
0
},
0
};
detection
.
score
=
scoreOut
[
i
];
detection
.
score
=
scoreOut
[
i
];
CvRect
bounding_box
=
{
0
,
0
,
0
,
0
};
CvRect
bounding_box
=
{
0
,
0
,
0
,
0
};
bounding_box
.
x
=
pointsOut
[
i
].
x
;
bounding_box
.
x
=
pointsOut
[
i
].
x
;
bounding_box
.
y
=
pointsOut
[
i
].
y
;
bounding_box
.
y
=
pointsOut
[
i
].
y
;
bounding_box
.
width
=
oppPointsOut
[
i
].
x
-
pointsOut
[
i
].
x
;
bounding_box
.
width
=
oppPointsOut
[
i
].
x
-
pointsOut
[
i
].
x
;
bounding_box
.
height
=
oppPointsOut
[
i
].
y
-
pointsOut
[
i
].
y
;
bounding_box
.
height
=
oppPointsOut
[
i
].
y
-
pointsOut
[
i
].
y
;
detection
.
rect
=
bounding_box
;
detection
.
rect
=
bounding_box
;
cvSeqPush
(
result_seq
,
&
detection
);
cvSeqPush
(
result_seq
,
&
detection
);
}
}
cvConvertImage
(
image
,
image
,
CV_CVTIMG_SWAP_RB
);
if
(
image
->
nChannels
==
3
)
cvCvtColor
(
image
,
image
,
CV_RGB2BGR
);
freeFeaturePyramidObject
(
&
H
);
freeFeaturePyramidObject
(
&
H
);
free
(
points
);
free
(
points
);
free
(
oppPoints
);
free
(
oppPoints
);
free
(
score
);
free
(
score
);
return
result_seq
;
return
result_seq
;
}
}
namespace
cv
namespace
cv
...
...
modules/objdetect/src/precomp.hpp
View file @
67838a7a
...
@@ -55,11 +55,15 @@
...
@@ -55,11 +55,15 @@
#include "opencv2/imgproc/imgproc.hpp"
#include "opencv2/imgproc/imgproc.hpp"
#include "opencv2/imgproc/imgproc_c.h"
#include "opencv2/imgproc/imgproc_c.h"
#include "opencv2/core/core_c.h"
#include "opencv2/core/core_c.h"
#include "opencv2/highgui/highgui.hpp"
#include "opencv2/core/internal.hpp"
#include "opencv2/core/internal.hpp"
#include "opencv2/features2d/features2d.hpp"
#include "opencv2/features2d/features2d.hpp"
#include "opencv2/calib3d/calib3d.hpp"
#include "opencv2/calib3d/calib3d.hpp"
#include "opencv2/opencv_modules.hpp"
#ifdef HAVE_OPENCV_HIGHGUI
# include "opencv2/highgui/highgui.hpp"
#endif
#ifdef HAVE_TEGRA_OPTIMIZATION
#ifdef HAVE_TEGRA_OPTIMIZATION
#include "opencv2/objdetect/objdetect_tegra.hpp"
#include "opencv2/objdetect/objdetect_tegra.hpp"
#endif
#endif
...
...
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