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submodule
opencv
Commits
a0a8acad
Commit
a0a8acad
authored
May 20, 2016
by
Alexander Alekhin
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Merge pull request #6559 from OzgrCn:cuda-ORB-useProvidedKeypoints
parents
16f4baa3
49515434
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74 additions
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12 deletions
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-12
orb.cpp
modules/cudafeatures2d/src/orb.cpp
+74
-12
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modules/cudafeatures2d/src/orb.cpp
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a0a8acad
...
...
@@ -570,30 +570,92 @@ namespace
blurFilter_
=
cuda
::
createGaussianFilter
(
CV_8UC1
,
-
1
,
Size
(
7
,
7
),
2
,
2
,
BORDER_REFLECT_101
);
}
static
float
getScale
(
float
scaleFactor
,
int
firstLevel
,
int
level
)
{
return
pow
(
scaleFactor
,
level
-
firstLevel
);
}
void
ORB_Impl
::
detectAndCompute
(
InputArray
_image
,
InputArray
_mask
,
std
::
vector
<
KeyPoint
>&
keypoints
,
OutputArray
_descriptors
,
bool
useProvidedKeypoints
)
{
CV_Assert
(
useProvidedKeypoints
==
false
);
using
namespace
cv
::
cuda
::
device
::
orb
;
if
(
useProvidedKeypoints
)
{
d_keypoints_
.
release
();
keyPointsPyr_
.
clear
();
detectAndComputeAsync
(
_image
,
_mask
,
d_keypoints_
,
_descriptors
,
false
,
Stream
::
Null
());
convert
(
d_keypoints_
,
keypoints
);
int
j
,
level
,
nkeypoints
=
(
int
)
keypoints
.
size
();
nLevels_
=
0
;
for
(
j
=
0
;
j
<
nkeypoints
;
j
++
)
{
level
=
keypoints
[
j
].
octave
;
CV_Assert
(
level
>=
0
);
nLevels_
=
std
::
max
(
nLevels_
,
level
);
}
nLevels_
++
;
std
::
vector
<
std
::
vector
<
KeyPoint
>
>
oKeypoints
(
nLevels_
);
for
(
j
=
0
;
j
<
nkeypoints
;
j
++
)
{
level
=
keypoints
[
j
].
octave
;
oKeypoints
[
level
].
push_back
(
keypoints
[
j
]);
}
if
(
!
keypoints
.
empty
())
{
keyPointsPyr_
.
resize
(
nLevels_
);
keyPointsCount_
.
resize
(
nLevels_
);
int
t
;
for
(
t
=
0
;
t
<
nLevels_
;
t
++
)
{
const
std
::
vector
<
KeyPoint
>&
ks
=
oKeypoints
[
t
];
if
(
!
ks
.
empty
()){
Mat
h_keypoints
(
ROWS_COUNT
,
static_cast
<
int
>
(
ks
.
size
()),
CV_32FC1
);
float
sf
=
getScale
(
scaleFactor_
,
firstLevel_
,
t
);
float
locScale
=
t
!=
firstLevel_
?
sf
:
1.0
f
;
float
scale
=
1.
f
/
locScale
;
short2
*
x_loc_row
=
h_keypoints
.
ptr
<
short2
>
(
0
);
float
*
x_kp_hessian
=
h_keypoints
.
ptr
<
float
>
(
1
);
float
*
x_kp_dir
=
h_keypoints
.
ptr
<
float
>
(
2
);
for
(
size_t
i
=
0
,
size
=
ks
.
size
();
i
<
size
;
++
i
)
{
const
KeyPoint
&
kp
=
ks
[
i
];
x_kp_hessian
[
i
]
=
kp
.
response
;
x_loc_row
[
i
].
x
=
cvRound
(
kp
.
pt
.
x
*
scale
);
x_loc_row
[
i
].
y
=
cvRound
(
kp
.
pt
.
y
*
scale
);
x_kp_dir
[
i
]
=
kp
.
angle
;
}
keyPointsPyr_
[
t
].
upload
(
h_keypoints
.
rowRange
(
0
,
3
));
keyPointsCount_
[
t
]
=
h_keypoints
.
cols
;
}
}
}
}
detectAndComputeAsync
(
_image
,
_mask
,
d_keypoints_
,
_descriptors
,
useProvidedKeypoints
,
Stream
::
Null
());
if
(
!
useProvidedKeypoints
)
{
convert
(
d_keypoints_
,
keypoints
);
}
}
void
ORB_Impl
::
detectAndComputeAsync
(
InputArray
_image
,
InputArray
_mask
,
OutputArray
_keypoints
,
OutputArray
_descriptors
,
bool
useProvidedKeypoints
,
Stream
&
stream
)
{
CV_Assert
(
useProvidedKeypoints
==
false
);
buildScalePyramids
(
_image
,
_mask
,
stream
);
computeKeyPointsPyramid
(
stream
);
if
(
!
useProvidedKeypoints
)
{
computeKeyPointsPyramid
(
stream
);
}
if
(
_descriptors
.
needed
())
{
computeDescriptors
(
_descriptors
,
stream
);
}
mergeKeyPoints
(
_keypoints
,
stream
);
}
static
float
getScale
(
float
scaleFactor
,
int
firstLevel
,
int
level
)
{
return
pow
(
scaleFactor
,
level
-
firstLevel
);
if
(
!
useProvidedKeypoints
)
{
mergeKeyPoints
(
_keypoints
,
stream
);
}
}
void
ORB_Impl
::
buildScalePyramids
(
InputArray
_image
,
InputArray
_mask
,
Stream
&
stream
)
...
...
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