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submodule
opencv
Commits
c98c87d5
Commit
c98c87d5
authored
May 11, 2011
by
Maria Dimashova
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fixed DynamicAdaptedFeatureDetector
parent
6afd4467
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2 changed files
with
119 additions
and
88 deletions
+119
-88
features2d.hpp
modules/features2d/include/opencv2/features2d/features2d.hpp
+55
-43
dynamic.cpp
modules/features2d/src/dynamic.cpp
+64
-45
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modules/features2d/include/opencv2/features2d/features2d.hpp
View file @
c98c87d5
...
@@ -1487,20 +1487,22 @@ public:
...
@@ -1487,20 +1487,22 @@ public:
/** pure virtual interface
/** pure virtual interface
*/
*/
virtual
~
AdjusterAdapter
()
{}
virtual
~
AdjusterAdapter
()
{}
/** too few features were detected so, adjust the detector params accordingly
/** too few features were detected so, adjust the detector params accordingly
* \param min the minimum number of desired features
* \param min the minimum number of desired features
* \param n_detected the number previously detected
* \param n_detected the number previously detected
*/
*/
virtual
void
tooFew
(
int
min
,
int
n_detected
)
=
0
;
virtual
void
tooFew
(
int
min
,
int
n_detected
)
=
0
;
/** too many features were detected so, adjust the detector params accordingly
/** too many features were detected so, adjust the detector params accordingly
* \param max the maximum number of desired features
* \param max the maximum number of desired features
* \param n_detected the number previously detected
* \param n_detected the number previously detected
*/
*/
virtual
void
tooMany
(
int
max
,
int
n_detected
)
=
0
;
virtual
void
tooMany
(
int
max
,
int
n_detected
)
=
0
;
/** are params maxed out or still valid?
/** are params maxed out or still valid?
* \return false if the parameters can't be adjusted any more
* \return false if the parameters can't be adjusted any more
*/
*/
virtual
bool
good
()
const
=
0
;
virtual
bool
good
()
const
=
0
;
virtual
Ptr
<
AdjusterAdapter
>
clone
()
const
=
0
;
static
Ptr
<
AdjusterAdapter
>
create
(
const
string
&
detectorType
);
static
Ptr
<
AdjusterAdapter
>
create
(
const
string
&
detectorType
);
};
};
...
@@ -1521,11 +1523,11 @@ class CV_EXPORTS DynamicAdaptedFeatureDetector: public FeatureDetector
...
@@ -1521,11 +1523,11 @@ class CV_EXPORTS DynamicAdaptedFeatureDetector: public FeatureDetector
public
:
public
:
/** \param adjaster an AdjusterAdapter that will do the detection and parameter adjustment
/** \param adjaster an AdjusterAdapter that will do the detection and parameter adjustment
*
\param max_features the maximum desired number of features
*
\param max_features the maximum desired number of features
*
\param max_iters the maximum number of times to try to adjust the feature detector params
*
\param max_iters the maximum number of times to try to adjust the feature detector params
* for the FastAdjuster this can be high, but with Star or Surf this can get time consuming
* for the FastAdjuster this can be high, but with Star or Surf this can get time consuming
* \param min_features the minimum desired features
*
\param min_features the minimum desired features
*/
*/
DynamicAdaptedFeatureDetector
(
const
Ptr
<
AdjusterAdapter
>&
adjaster
,
int
min_features
=
400
,
int
max_features
=
500
,
int
max_iters
=
5
);
DynamicAdaptedFeatureDetector
(
const
Ptr
<
AdjusterAdapter
>&
adjaster
,
int
min_features
=
400
,
int
max_features
=
500
,
int
max_iters
=
5
);
virtual
bool
empty
()
const
;
virtual
bool
empty
()
const
;
...
@@ -1534,30 +1536,34 @@ protected:
...
@@ -1534,30 +1536,34 @@ protected:
virtual
void
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
=
Mat
()
)
const
;
virtual
void
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
=
Mat
()
)
const
;
private
:
private
:
int
escape_iters_
;
int
escape_iters_
;
int
min_features_
,
max_features_
;
int
min_features_
,
max_features_
;
Ptr
<
AdjusterAdapter
>
adjuster_
;
const
Ptr
<
AdjusterAdapter
>
adjuster_
;
};
};
/**\brief an adjust for the FAST detector. This will basically decrement or increment the
/**\brief an adjust for the FAST detector. This will basically decrement or increment the
* thresh
h
old by 1
* threshold by 1
*/
*/
class
CV_EXPORTS
FastAdjuster
:
public
AdjusterAdapter
class
CV_EXPORTS
FastAdjuster
:
public
AdjusterAdapter
{
{
public
:
public
:
/**\param init_thresh the initial threshhold to start with, default = 20
/**\param init_thresh the initial threshold to start with, default = 20
* \param nonmax whether to use non max or not for fast feature detection
* \param nonmax whether to use non max or not for fast feature detection
*/
*/
FastAdjuster
(
int
init_thresh
=
20
,
bool
nonmax
=
true
);
FastAdjuster
(
int
init_thresh
=
20
,
bool
nonmax
=
true
);
virtual
void
tooFew
(
int
min
,
int
n_detected
);
virtual
void
tooMany
(
int
max
,
int
n_detected
);
virtual
void
tooFew
(
int
min
,
int
n_detected
);
virtual
bool
good
()
const
;
virtual
void
tooMany
(
int
max
,
int
n_detected
);
virtual
bool
good
()
const
;
virtual
Ptr
<
AdjusterAdapter
>
clone
()
const
;
protected
:
protected
:
virtual
void
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
=
Mat
()
)
const
;
virtual
void
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
=
Mat
()
)
const
;
int
thresh_
;
int
thresh_
;
bool
nonmax_
;
bool
nonmax_
;
int
init_thresh_
;
};
};
...
@@ -1567,30 +1573,36 @@ protected:
...
@@ -1567,30 +1573,36 @@ protected:
class
CV_EXPORTS
StarAdjuster
:
public
AdjusterAdapter
class
CV_EXPORTS
StarAdjuster
:
public
AdjusterAdapter
{
{
public
:
public
:
StarAdjuster
(
double
initial_thresh
=
30.0
);
StarAdjuster
(
double
initial_thresh
=
30.0
);
virtual
void
tooFew
(
int
min
,
int
n_detected
);
virtual
void
tooMany
(
int
max
,
int
n_detected
);
virtual
void
tooFew
(
int
min
,
int
n_detected
);
virtual
bool
good
()
const
;
virtual
void
tooMany
(
int
max
,
int
n_detected
);
virtual
bool
good
()
const
;
virtual
Ptr
<
AdjusterAdapter
>
clone
()
const
;
protected
:
protected
:
virtual
void
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
=
Mat
()
)
const
;
virtual
void
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
=
Mat
()
)
const
;
double
thresh_
;
double
thresh_
,
init_
thresh_
;
CvStarDetectorParams
params_
;
//todo use these instead of thresh_
CvStarDetectorParams
params_
;
//todo use these instead of thresh_
};
};
class
CV_EXPORTS
SurfAdjuster
:
public
AdjusterAdapter
class
CV_EXPORTS
SurfAdjuster
:
public
AdjusterAdapter
{
{
public
:
public
:
SurfAdjuster
();
SurfAdjuster
(
double
initial_thresh
=
400.
f
);
virtual
void
tooFew
(
int
min
,
int
n_detected
);
virtual
void
tooMany
(
int
max
,
int
n_detected
);
virtual
void
tooFew
(
int
min
,
int
n_detected
);
virtual
bool
good
()
const
;
virtual
void
tooMany
(
int
max
,
int
n_detected
);
virtual
bool
good
()
const
;
virtual
Ptr
<
AdjusterAdapter
>
clone
()
const
;
protected
:
protected
:
virtual
void
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
=
Mat
()
)
const
;
virtual
void
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
=
Mat
()
)
const
;
double
thresh_
;
double
thresh_
,
init_
thresh_
;
};
};
CV_EXPORTS
Mat
windowedMatchingMask
(
const
vector
<
KeyPoint
>&
keypoints1
,
const
vector
<
KeyPoint
>&
keypoints2
,
CV_EXPORTS
Mat
windowedMatchingMask
(
const
vector
<
KeyPoint
>&
keypoints1
,
const
vector
<
KeyPoint
>&
keypoints2
,
...
...
modules/features2d/src/dynamic.cpp
View file @
c98c87d5
...
@@ -56,124 +56,143 @@ bool DynamicAdaptedFeatureDetector::empty() const
...
@@ -56,124 +56,143 @@ bool DynamicAdaptedFeatureDetector::empty() const
void
DynamicAdaptedFeatureDetector
::
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
)
const
void
DynamicAdaptedFeatureDetector
::
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
)
const
{
{
//for oscillation testing
//for oscillation testing
bool
down
=
false
;
bool
down
=
false
;
bool
up
=
false
;
bool
up
=
false
;
//flag for whether the correct threshhold has been reached
//flag for whether the correct threshhold has been reached
bool
thresh_good
=
false
;
bool
thresh_good
=
false
;
//this is bad but adjuster should persist from detection to detection
Ptr
<
AdjusterAdapter
>
adjuster
=
adjuster_
->
clone
();
AdjusterAdapter
&
adjuster
=
const_cast
<
AdjusterAdapter
&>
(
*
adjuster_
);
//break if the desired number hasn't been reached.
//break if the desired number hasn't been reached.
int
iter_count
=
escape_iters_
;
int
iter_count
=
escape_iters_
;
do
while
(
iter_count
>
0
&&
!
(
down
&&
up
)
&&
!
thresh_good
&&
adjuster
->
good
()
)
{
{
keypoints
.
clear
();
keypoints
.
clear
();
//the adjuster takes care of calling the detector with updated parameters
//the adjuster takes care of calling the detector with updated parameters
adjuster
.
detect
(
image
,
keypoints
,
mask
);
adjuster
->
detect
(
image
,
keypoints
,
mask
);
if
(
int
(
keypoints
.
size
())
<
min_features_
)
if
(
int
(
keypoints
.
size
())
<
min_features_
)
{
{
down
=
true
;
down
=
true
;
adjuster
.
tooFew
(
min_features_
,
(
int
)
keypoints
.
size
());
adjuster
->
tooFew
(
min_features_
,
(
int
)
keypoints
.
size
());
}
}
else
if
(
int
(
keypoints
.
size
())
>
max_features_
)
else
if
(
int
(
keypoints
.
size
())
>
max_features_
)
{
{
up
=
true
;
up
=
true
;
adjuster
.
tooMany
(
max_features_
,
(
int
)
keypoints
.
size
());
adjuster
->
tooMany
(
max_features_
,
(
int
)
keypoints
.
size
());
}
}
else
else
thresh_good
=
true
;
thresh_good
=
true
;
iter_count
--
;
}
}
while
(
--
iter_count
>=
0
&&
!
(
down
&&
up
)
&&
!
thresh_good
&&
adjuster
.
good
());
}
}
FastAdjuster
::
FastAdjuster
(
int
init_thresh
,
bool
nonmax
)
:
FastAdjuster
::
FastAdjuster
(
int
init_thresh
,
bool
nonmax
)
:
thresh_
(
init_thresh
),
nonmax_
(
nonmax
)
thresh_
(
init_thresh
),
nonmax_
(
nonmax
)
,
init_thresh_
(
init_thresh
)
{}
{}
void
FastAdjuster
::
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
)
const
void
FastAdjuster
::
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
)
const
{
{
FastFeatureDetector
(
thresh_
,
nonmax_
).
detect
(
image
,
keypoints
,
mask
);
FastFeatureDetector
(
thresh_
,
nonmax_
).
detect
(
image
,
keypoints
,
mask
);
}
}
void
FastAdjuster
::
tooFew
(
int
,
int
)
void
FastAdjuster
::
tooFew
(
int
,
int
)
{
{
//fast is easy to adjust
//fast is easy to adjust
thresh_
--
;
thresh_
--
;
}
}
void
FastAdjuster
::
tooMany
(
int
,
int
)
void
FastAdjuster
::
tooMany
(
int
,
int
)
{
{
//fast is easy to adjust
//fast is easy to adjust
thresh_
++
;
thresh_
++
;
}
}
//return whether or not the threshhold is beyond
//return whether or not the threshhold is beyond
//a useful point
//a useful point
bool
FastAdjuster
::
good
()
const
bool
FastAdjuster
::
good
()
const
{
{
return
(
thresh_
>
1
)
&&
(
thresh_
<
200
);
return
(
thresh_
>
1
)
&&
(
thresh_
<
200
);
}
Ptr
<
AdjusterAdapter
>
FastAdjuster
::
clone
()
const
{
Ptr
<
AdjusterAdapter
>
cloned_obj
=
new
FastAdjuster
(
init_thresh_
,
nonmax_
);
return
cloned_obj
;
}
}
StarAdjuster
::
StarAdjuster
(
double
initial_thresh
)
:
StarAdjuster
::
StarAdjuster
(
double
initial_thresh
)
:
thresh_
(
initial_thresh
)
thresh_
(
initial_thresh
)
,
init_thresh_
(
initial_thresh
)
{}
{}
void
StarAdjuster
::
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
)
const
void
StarAdjuster
::
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
Mat
&
mask
)
const
{
{
StarFeatureDetector
detector_tmp
(
16
,
cvRound
(
thresh_
),
10
,
8
,
3
);
StarFeatureDetector
detector_tmp
(
16
,
cvRound
(
thresh_
),
10
,
8
,
3
);
detector_tmp
.
detect
(
image
,
keypoints
,
mask
);
detector_tmp
.
detect
(
image
,
keypoints
,
mask
);
}
}
void
StarAdjuster
::
tooFew
(
int
,
int
)
void
StarAdjuster
::
tooFew
(
int
,
int
)
{
{
thresh_
*=
0.9
;
thresh_
*=
0.9
;
if
(
thresh_
<
1.1
)
if
(
thresh_
<
1.1
)
thresh_
=
1.1
;
thresh_
=
1.1
;
}
}
void
StarAdjuster
::
tooMany
(
int
,
int
)
void
StarAdjuster
::
tooMany
(
int
,
int
)
{
{
thresh_
*=
1.1
;
thresh_
*=
1.1
;
}
}
bool
StarAdjuster
::
good
()
const
bool
StarAdjuster
::
good
()
const
{
{
return
(
thresh_
>
2
)
&&
(
thresh_
<
200
);
return
(
thresh_
>
2
)
&&
(
thresh_
<
200
);
}
}
SurfAdjuster
::
SurfAdjuster
()
:
Ptr
<
AdjusterAdapter
>
StarAdjuster
::
clone
()
const
thresh_
(
400.0
)
{
Ptr
<
AdjusterAdapter
>
cloned_obj
=
new
StarAdjuster
(
init_thresh_
);
return
cloned_obj
;
}
SurfAdjuster
::
SurfAdjuster
(
double
initial_thresh
)
:
thresh_
(
initial_thresh
),
init_thresh_
(
initial_thresh
)
{}
{}
void
SurfAdjuster
::
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
cv
::
Mat
&
mask
)
const
void
SurfAdjuster
::
detectImpl
(
const
Mat
&
image
,
vector
<
KeyPoint
>&
keypoints
,
const
cv
::
Mat
&
mask
)
const
{
{
SurfFeatureDetector
detector_tmp
(
thresh_
);
SurfFeatureDetector
detector_tmp
(
thresh_
);
detector_tmp
.
detect
(
image
,
keypoints
,
mask
);
detector_tmp
.
detect
(
image
,
keypoints
,
mask
);
}
}
void
SurfAdjuster
::
tooFew
(
int
,
int
)
void
SurfAdjuster
::
tooFew
(
int
,
int
)
{
{
thresh_
*=
0.9
;
thresh_
*=
0.9
;
if
(
thresh_
<
1.1
)
if
(
thresh_
<
1.1
)
thresh_
=
1.1
;
thresh_
=
1.1
;
}
}
void
SurfAdjuster
::
tooMany
(
int
,
int
)
void
SurfAdjuster
::
tooMany
(
int
,
int
)
{
{
thresh_
*=
1.1
;
thresh_
*=
1.1
;
}
}
//return whether or not the threshhold is beyond
//return whether or not the threshhold is beyond
//a useful point
//a useful point
bool
SurfAdjuster
::
good
()
const
bool
SurfAdjuster
::
good
()
const
{
{
return
(
thresh_
>
2
)
&&
(
thresh_
<
1000
);
return
(
thresh_
>
2
)
&&
(
thresh_
<
1000
);
}
Ptr
<
AdjusterAdapter
>
SurfAdjuster
::
clone
()
const
{
Ptr
<
AdjusterAdapter
>
cloned_obj
=
new
SurfAdjuster
(
init_thresh_
);
return
cloned_obj
;
}
}
Ptr
<
AdjusterAdapter
>
AdjusterAdapter
::
create
(
const
string
&
detectorType
)
Ptr
<
AdjusterAdapter
>
AdjusterAdapter
::
create
(
const
string
&
detectorType
)
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