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submodule
opencv
Commits
fc610979
Commit
fc610979
authored
Jun 07, 2014
by
berak
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export BOW to script wrappers
parent
09f9b35b
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1 changed file
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20 additions
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17 deletions
+20
-17
features2d.hpp
modules/features2d/include/opencv2/features2d/features2d.hpp
+20
-17
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modules/features2d/include/opencv2/features2d/features2d.hpp
View file @
fc610979
...
...
@@ -1528,17 +1528,17 @@ CV_EXPORTS void evaluateGenericDescriptorMatcher( const Mat& img1, const Mat& im
/*
* Abstract base class for training of a 'bag of visual words' vocabulary from a set of descriptors
*/
class
CV_EXPORTS
BOWTrainer
class
CV_EXPORTS
_W
BOWTrainer
{
public
:
BOWTrainer
();
virtual
~
BOWTrainer
();
void
add
(
const
Mat
&
descriptors
);
const
vector
<
Mat
>&
getDescriptors
()
const
;
int
descripotorsCount
()
const
;
CV_WRAP
void
add
(
const
Mat
&
descriptors
);
CV_WRAP
const
vector
<
Mat
>&
getDescriptors
()
const
;
CV_WRAP
int
descripotorsCount
()
const
;
virtual
void
clear
();
CV_WRAP
virtual
void
clear
();
/*
* Train visual words vocabulary, that is cluster training descriptors and
...
...
@@ -1547,8 +1547,8 @@ public:
*
* descriptors Training descriptors computed on images keypoints.
*/
virtual
Mat
cluster
()
const
=
0
;
virtual
Mat
cluster
(
const
Mat
&
descriptors
)
const
=
0
;
CV_WRAP
virtual
Mat
cluster
()
const
=
0
;
CV_WRAP
virtual
Mat
cluster
(
const
Mat
&
descriptors
)
const
=
0
;
protected
:
vector
<
Mat
>
descriptors
;
...
...
@@ -1558,16 +1558,16 @@ protected:
/*
* This is BOWTrainer using cv::kmeans to get vocabulary.
*/
class
CV_EXPORTS
BOWKMeansTrainer
:
public
BOWTrainer
class
CV_EXPORTS
_W
BOWKMeansTrainer
:
public
BOWTrainer
{
public
:
BOWKMeansTrainer
(
int
clusterCount
,
const
TermCriteria
&
termcrit
=
TermCriteria
(),
CV_WRAP
BOWKMeansTrainer
(
int
clusterCount
,
const
TermCriteria
&
termcrit
=
TermCriteria
(),
int
attempts
=
3
,
int
flags
=
KMEANS_PP_CENTERS
);
virtual
~
BOWKMeansTrainer
();
// Returns trained vocabulary (i.e. cluster centers).
virtual
Mat
cluster
()
const
;
virtual
Mat
cluster
(
const
Mat
&
descriptors
)
const
;
CV_WRAP
virtual
Mat
cluster
()
const
;
CV_WRAP
virtual
Mat
cluster
(
const
Mat
&
descriptors
)
const
;
protected
:
...
...
@@ -1580,21 +1580,24 @@ protected:
/*
* Class to compute image descriptor using bag of visual words.
*/
class
CV_EXPORTS
BOWImgDescriptorExtractor
class
CV_EXPORTS
_W
BOWImgDescriptorExtractor
{
public
:
BOWImgDescriptorExtractor
(
const
Ptr
<
DescriptorExtractor
>&
dextractor
,
CV_WRAP
BOWImgDescriptorExtractor
(
const
Ptr
<
DescriptorExtractor
>&
dextractor
,
const
Ptr
<
DescriptorMatcher
>&
dmatcher
);
virtual
~
BOWImgDescriptorExtractor
();
void
setVocabulary
(
const
Mat
&
vocabulary
);
const
Mat
&
getVocabulary
()
const
;
CV_WRAP
void
setVocabulary
(
const
Mat
&
vocabulary
);
CV_WRAP
const
Mat
&
getVocabulary
()
const
;
void
compute
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
Mat
&
imgDescriptor
,
vector
<
vector
<
int
>
>*
pointIdxsOfClusters
=
0
,
Mat
*
descriptors
=
0
);
// compute() is not constant because DescriptorMatcher::match is not constant
int
descriptorSize
()
const
;
int
descriptorType
()
const
;
CV_WRAP_AS
(
compute
)
void
compute2
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
Mat
&
imgDescriptor
)
{
compute
(
image
,
keypoints
,
imgDescriptor
);
}
CV_WRAP
int
descriptorSize
()
const
;
CV_WRAP
int
descriptorType
()
const
;
protected
:
Mat
vocabulary
;
...
...
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