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imgproc: dispatch morph

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pull/14013/head
Alexander Alekhin 6 years ago
parent 5a01227aa1
commit 2c07c6718f
3 changed files with 68 additions and 2054 deletions
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  1. 1
      modules/imgproc/CMakeLists.txt
  2. 792
      modules/imgproc/src/morph.dispatch.cpp
  3. 1327
      modules/imgproc/src/morph.simd.hpp

1
modules/imgproc/CMakeLists.txt
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@ -7,5 +7,6 @@ ocv_add_dispatched_file(color_hsv SSE2 SSE4_1 AVX2)
ocv_add_dispatched_file(color_rgb SSE2 SSE4_1 AVX2)
ocv_add_dispatched_file(color_yuv SSE2 SSE4_1 AVX2)
ocv_add_dispatched_file(median_blur SSE2 SSE4_1 AVX2)
ocv_add_dispatched_file(morph SSE2 SSE4_1 AVX2)
ocv_add_dispatched_file(smooth SSE2 SSE4_1 AVX2)
ocv_define_module(imgproc opencv_core WRAP java python js)

792
modules/imgproc/src/morph.dispatch.cpp
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@ -48,779 +48,49 @@
#include "opencv2/core/hal/intrin.hpp"
#include <opencv2/core/utils/configuration.private.hpp>
#include "morph.simd.hpp"
#include "morph.simd_declarations.hpp" // defines CV_CPU_DISPATCH_MODES_ALL=AVX2,...,BASELINE based on CMakeLists.txt content
/****************************************************************************************\
Basic Morphological Operations: Erosion & Dilation
\****************************************************************************************/
using namespace std;
namespace cv
{
template<typename T> struct MinOp
{
typedef T type1;
typedef T type2;
typedef T rtype;
T operator ()(const T a, const T b) const { return std::min(a, b); }
};
template<typename T> struct MaxOp
{
typedef T type1;
typedef T type2;
typedef T rtype;
T operator ()(const T a, const T b) const { return std::max(a, b); }
};
#undef CV_MIN_8U
#undef CV_MAX_8U
#define CV_MIN_8U(a,b) ((a) - CV_FAST_CAST_8U((a) - (b)))
#define CV_MAX_8U(a,b) ((a) + CV_FAST_CAST_8U((b) - (a)))
template<> inline uchar MinOp<uchar>::operator ()(const uchar a, const uchar b) const { return CV_MIN_8U(a, b); }
template<> inline uchar MaxOp<uchar>::operator ()(const uchar a, const uchar b) const { return CV_MAX_8U(a, b); }
struct MorphRowNoVec
{
MorphRowNoVec(int, int) {}
int operator()(const uchar*, uchar*, int, int) const { return 0; }
};
struct MorphColumnNoVec
{
MorphColumnNoVec(int, int) {}
int operator()(const uchar**, uchar*, int, int, int) const { return 0; }
};
struct MorphNoVec
{
int operator()(uchar**, int, uchar*, int) const { return 0; }
};
#if CV_SIMD
template<class VecUpdate> struct MorphRowVec
{
typedef typename VecUpdate::vtype vtype;
typedef typename vtype::lane_type stype;
MorphRowVec(int _ksize, int _anchor) : ksize(_ksize), anchor(_anchor) {}
int operator()(const uchar* src, uchar* dst, int width, int cn) const
{
int i, k, _ksize = ksize*cn;
width *= cn;
VecUpdate updateOp;
for( i = 0; i <= width - 4*vtype::nlanes; i += 4*vtype::nlanes )
{
vtype s0 = vx_load((const stype*)src + i);
vtype s1 = vx_load((const stype*)src + i + vtype::nlanes);
vtype s2 = vx_load((const stype*)src + i + 2*vtype::nlanes);
vtype s3 = vx_load((const stype*)src + i + 3*vtype::nlanes);
for (k = cn; k < _ksize; k += cn)
{
s0 = updateOp(s0, vx_load((const stype*)src + i + k));
s1 = updateOp(s1, vx_load((const stype*)src + i + k + vtype::nlanes));
s2 = updateOp(s2, vx_load((const stype*)src + i + k + 2*vtype::nlanes));
s3 = updateOp(s3, vx_load((const stype*)src + i + k + 3*vtype::nlanes));
}
v_store((stype*)dst + i, s0);
v_store((stype*)dst + i + vtype::nlanes, s1);
v_store((stype*)dst + i + 2*vtype::nlanes, s2);
v_store((stype*)dst + i + 3*vtype::nlanes, s3);
}
if( i <= width - 2*vtype::nlanes )
{
vtype s0 = vx_load((const stype*)src + i);
vtype s1 = vx_load((const stype*)src + i + vtype::nlanes);
for( k = cn; k < _ksize; k += cn )
{
s0 = updateOp(s0, vx_load((const stype*)src + i + k));
s1 = updateOp(s1, vx_load((const stype*)src + i + k + vtype::nlanes));
}
v_store((stype*)dst + i, s0);
v_store((stype*)dst + i + vtype::nlanes, s1);
i += 2*vtype::nlanes;
}
if( i <= width - vtype::nlanes )
{
vtype s = vx_load((const stype*)src + i);
for( k = cn; k < _ksize; k += cn )
s = updateOp(s, vx_load((const stype*)src + i + k));
v_store((stype*)dst + i, s);
i += vtype::nlanes;
}
if( i <= width - vtype::nlanes/2 )
{
vtype s = vx_load_low((const stype*)src + i);
for( k = cn; k < _ksize; k += cn )
s = updateOp(s, vx_load_low((const stype*)src + i + k));
v_store_low((stype*)dst + i, s);
i += vtype::nlanes/2;
}
return i - i % cn;
}
int ksize, anchor;
};
template<class VecUpdate> struct MorphColumnVec
{
typedef typename VecUpdate::vtype vtype;
typedef typename vtype::lane_type stype;
MorphColumnVec(int _ksize, int _anchor) : ksize(_ksize), anchor(_anchor) {}
int operator()(const uchar** _src, uchar* _dst, int dststep, int count, int width) const
{
int i = 0, k, _ksize = ksize;
VecUpdate updateOp;
for( i = 0; i < count + ksize - 1; i++ )
CV_Assert( ((size_t)_src[i] & (CV_SIMD_WIDTH-1)) == 0 );
const stype** src = (const stype**)_src;
stype* dst = (stype*)_dst;
dststep /= sizeof(dst[0]);
for( ; _ksize > 1 && count > 1; count -= 2, dst += dststep*2, src += 2 )
{
for( i = 0; i <= width - 4*vtype::nlanes; i += 4*vtype::nlanes)
{
const stype* sptr = src[1] + i;
vtype s0 = vx_load_aligned(sptr);
vtype s1 = vx_load_aligned(sptr + vtype::nlanes);
vtype s2 = vx_load_aligned(sptr + 2*vtype::nlanes);
vtype s3 = vx_load_aligned(sptr + 3*vtype::nlanes);
for( k = 2; k < _ksize; k++ )
{
sptr = src[k] + i;
s0 = updateOp(s0, vx_load_aligned(sptr));
s1 = updateOp(s1, vx_load_aligned(sptr + vtype::nlanes));
s2 = updateOp(s2, vx_load_aligned(sptr + 2*vtype::nlanes));
s3 = updateOp(s3, vx_load_aligned(sptr + 3*vtype::nlanes));
}
sptr = src[0] + i;
v_store(dst + i, updateOp(s0, vx_load_aligned(sptr)));
v_store(dst + i + vtype::nlanes, updateOp(s1, vx_load_aligned(sptr + vtype::nlanes)));
v_store(dst + i + 2*vtype::nlanes, updateOp(s2, vx_load_aligned(sptr + 2*vtype::nlanes)));
v_store(dst + i + 3*vtype::nlanes, updateOp(s3, vx_load_aligned(sptr + 3*vtype::nlanes)));
sptr = src[k] + i;
v_store(dst + dststep + i, updateOp(s0, vx_load_aligned(sptr)));
v_store(dst + dststep + i + vtype::nlanes, updateOp(s1, vx_load_aligned(sptr + vtype::nlanes)));
v_store(dst + dststep + i + 2*vtype::nlanes, updateOp(s2, vx_load_aligned(sptr + 2*vtype::nlanes)));
v_store(dst + dststep + i + 3*vtype::nlanes, updateOp(s3, vx_load_aligned(sptr + 3*vtype::nlanes)));
}
if( i <= width - 2*vtype::nlanes )
{
const stype* sptr = src[1] + i;
vtype s0 = vx_load_aligned(sptr);
vtype s1 = vx_load_aligned(sptr + vtype::nlanes);
for( k = 2; k < _ksize; k++ )
{
sptr = src[k] + i;
s0 = updateOp(s0, vx_load_aligned(sptr));
s1 = updateOp(s1, vx_load_aligned(sptr + vtype::nlanes));
}
sptr = src[0] + i;
v_store(dst + i, updateOp(s0, vx_load_aligned(sptr)));
v_store(dst + i + vtype::nlanes, updateOp(s1, vx_load_aligned(sptr + vtype::nlanes)));
sptr = src[k] + i;
v_store(dst + dststep + i, updateOp(s0, vx_load_aligned(sptr)));
v_store(dst + dststep + i + vtype::nlanes, updateOp(s1, vx_load_aligned(sptr + vtype::nlanes)));
i += 2*vtype::nlanes;
}
if( i <= width - vtype::nlanes )
{
vtype s0 = vx_load_aligned(src[1] + i);
for( k = 2; k < _ksize; k++ )
s0 = updateOp(s0, vx_load_aligned(src[k] + i));
v_store(dst + i, updateOp(s0, vx_load_aligned(src[0] + i)));
v_store(dst + dststep + i, updateOp(s0, vx_load_aligned(src[k] + i)));
i += vtype::nlanes;
}
if( i <= width - vtype::nlanes/2 )
{
vtype s0 = vx_load_low(src[1] + i);
for( k = 2; k < _ksize; k++ )
s0 = updateOp(s0, vx_load_low(src[k] + i));
v_store_low(dst + i, updateOp(s0, vx_load_low(src[0] + i)));
v_store_low(dst + dststep + i, updateOp(s0, vx_load_low(src[k] + i)));
i += vtype::nlanes/2;
}
}
for( ; count > 0; count--, dst += dststep, src++ )
{
for( i = 0; i <= width - 4*vtype::nlanes; i += 4*vtype::nlanes)
{
const stype* sptr = src[0] + i;
vtype s0 = vx_load_aligned(sptr);
vtype s1 = vx_load_aligned(sptr + vtype::nlanes);
vtype s2 = vx_load_aligned(sptr + 2*vtype::nlanes);
vtype s3 = vx_load_aligned(sptr + 3*vtype::nlanes);
for( k = 1; k < _ksize; k++ )
{
sptr = src[k] + i;
s0 = updateOp(s0, vx_load_aligned(sptr));
s1 = updateOp(s1, vx_load_aligned(sptr + vtype::nlanes));
s2 = updateOp(s2, vx_load_aligned(sptr + 2*vtype::nlanes));
s3 = updateOp(s3, vx_load_aligned(sptr + 3*vtype::nlanes));
}
v_store(dst + i, s0);
v_store(dst + i + vtype::nlanes, s1);
v_store(dst + i + 2*vtype::nlanes, s2);
v_store(dst + i + 3*vtype::nlanes, s3);
}
if( i <= width - 2*vtype::nlanes )
{
const stype* sptr = src[0] + i;
vtype s0 = vx_load_aligned(sptr);
vtype s1 = vx_load_aligned(sptr + vtype::nlanes);
for( k = 1; k < _ksize; k++ )
{
sptr = src[k] + i;
s0 = updateOp(s0, vx_load_aligned(sptr));
s1 = updateOp(s1, vx_load_aligned(sptr + vtype::nlanes));
}
v_store(dst + i, s0);
v_store(dst + i + vtype::nlanes, s1);
i += 2*vtype::nlanes;
}
if( i <= width - vtype::nlanes )
{
vtype s0 = vx_load_aligned(src[0] + i);
for( k = 1; k < _ksize; k++ )
s0 = updateOp(s0, vx_load_aligned(src[k] + i));
v_store(dst + i, s0);
i += vtype::nlanes;
}
if( i <= width - vtype::nlanes/2 )
{
vtype s0 = vx_load_low(src[0] + i);
for( k = 1; k < _ksize; k++ )
s0 = updateOp(s0, vx_load_low(src[k] + i));
v_store_low(dst + i, s0);
i += vtype::nlanes/2;
}
}
return i;
}
int ksize, anchor;
};
template<class VecUpdate> struct MorphVec
{
typedef typename VecUpdate::vtype vtype;
typedef typename vtype::lane_type stype;
int operator()(uchar** _src, int nz, uchar* _dst, int width) const
{
const stype** src = (const stype**)_src;
stype* dst = (stype*)_dst;
int i, k;
VecUpdate updateOp;
for( i = 0; i <= width - 4*vtype::nlanes; i += 4*vtype::nlanes )
{
const stype* sptr = src[0] + i;
vtype s0 = vx_load(sptr);
vtype s1 = vx_load(sptr + vtype::nlanes);
vtype s2 = vx_load(sptr + 2*vtype::nlanes);
vtype s3 = vx_load(sptr + 3*vtype::nlanes);
for( k = 1; k < nz; k++ )
{
sptr = src[k] + i;
s0 = updateOp(s0, vx_load(sptr));
s1 = updateOp(s1, vx_load(sptr + vtype::nlanes));
s2 = updateOp(s2, vx_load(sptr + 2*vtype::nlanes));
s3 = updateOp(s3, vx_load(sptr + 3*vtype::nlanes));
}
v_store(dst + i, s0);
v_store(dst + i + vtype::nlanes, s1);
v_store(dst + i + 2*vtype::nlanes, s2);
v_store(dst + i + 3*vtype::nlanes, s3);
}
if( i <= width - 2*vtype::nlanes )
{
const stype* sptr = src[0] + i;
vtype s0 = vx_load(sptr);
vtype s1 = vx_load(sptr + vtype::nlanes);
for( k = 1; k < nz; k++ )
{
sptr = src[k] + i;
s0 = updateOp(s0, vx_load(sptr));
s1 = updateOp(s1, vx_load(sptr + vtype::nlanes));
}
v_store(dst + i, s0);
v_store(dst + i + vtype::nlanes, s1);
i += 2*vtype::nlanes;
}
if( i <= width - vtype::nlanes )
{
vtype s0 = vx_load(src[0] + i);
for( k = 1; k < nz; k++ )
s0 = updateOp(s0, vx_load(src[k] + i));
v_store(dst + i, s0);
i += vtype::nlanes;
}
if( i <= width - vtype::nlanes/2 )
{
vtype s0 = vx_load_low(src[0] + i);
for( k = 1; k < nz; k++ )
s0 = updateOp(s0, vx_load_low(src[k] + i));
v_store_low(dst + i, s0);
i += vtype::nlanes/2;
}
return i;
}
};
template <typename T> struct VMin
{
typedef T vtype;
vtype operator()(const vtype& a, const vtype& b) const { return v_min(a,b); }
};
template <typename T> struct VMax
{
typedef T vtype;
vtype operator()(const vtype& a, const vtype& b) const { return v_max(a,b); }
};
typedef MorphRowVec<VMin<v_uint8> > ErodeRowVec8u;
typedef MorphRowVec<VMax<v_uint8> > DilateRowVec8u;
typedef MorphRowVec<VMin<v_uint16> > ErodeRowVec16u;
typedef MorphRowVec<VMax<v_uint16> > DilateRowVec16u;
typedef MorphRowVec<VMin<v_int16> > ErodeRowVec16s;
typedef MorphRowVec<VMax<v_int16> > DilateRowVec16s;
typedef MorphRowVec<VMin<v_float32> > ErodeRowVec32f;
typedef MorphRowVec<VMax<v_float32> > DilateRowVec32f;
typedef MorphColumnVec<VMin<v_uint8> > ErodeColumnVec8u;
typedef MorphColumnVec<VMax<v_uint8> > DilateColumnVec8u;
typedef MorphColumnVec<VMin<v_uint16> > ErodeColumnVec16u;
typedef MorphColumnVec<VMax<v_uint16> > DilateColumnVec16u;
typedef MorphColumnVec<VMin<v_int16> > ErodeColumnVec16s;
typedef MorphColumnVec<VMax<v_int16> > DilateColumnVec16s;
typedef MorphColumnVec<VMin<v_float32> > ErodeColumnVec32f;
typedef MorphColumnVec<VMax<v_float32> > DilateColumnVec32f;
typedef MorphVec<VMin<v_uint8> > ErodeVec8u;
typedef MorphVec<VMax<v_uint8> > DilateVec8u;
typedef MorphVec<VMin<v_uint16> > ErodeVec16u;
typedef MorphVec<VMax<v_uint16> > DilateVec16u;
typedef MorphVec<VMin<v_int16> > ErodeVec16s;
typedef MorphVec<VMax<v_int16> > DilateVec16s;
typedef MorphVec<VMin<v_float32> > ErodeVec32f;
typedef MorphVec<VMax<v_float32> > DilateVec32f;
#else
typedef MorphRowNoVec ErodeRowVec8u;
typedef MorphRowNoVec DilateRowVec8u;
typedef MorphColumnNoVec ErodeColumnVec8u;
typedef MorphColumnNoVec DilateColumnVec8u;
typedef MorphRowNoVec ErodeRowVec16u;
typedef MorphRowNoVec DilateRowVec16u;
typedef MorphRowNoVec ErodeRowVec16s;
typedef MorphRowNoVec DilateRowVec16s;
typedef MorphRowNoVec ErodeRowVec32f;
typedef MorphRowNoVec DilateRowVec32f;
typedef MorphColumnNoVec ErodeColumnVec16u;
typedef MorphColumnNoVec DilateColumnVec16u;
typedef MorphColumnNoVec ErodeColumnVec16s;
typedef MorphColumnNoVec DilateColumnVec16s;
typedef MorphColumnNoVec ErodeColumnVec32f;
typedef MorphColumnNoVec DilateColumnVec32f;
typedef MorphNoVec ErodeVec8u;
typedef MorphNoVec DilateVec8u;
typedef MorphNoVec ErodeVec16u;
typedef MorphNoVec DilateVec16u;
typedef MorphNoVec ErodeVec16s;
typedef MorphNoVec DilateVec16s;
typedef MorphNoVec ErodeVec32f;
typedef MorphNoVec DilateVec32f;
#endif
typedef MorphRowNoVec ErodeRowVec64f;
typedef MorphRowNoVec DilateRowVec64f;
typedef MorphColumnNoVec ErodeColumnVec64f;
typedef MorphColumnNoVec DilateColumnVec64f;
typedef MorphNoVec ErodeVec64f;
typedef MorphNoVec DilateVec64f;
template<class Op, class VecOp> struct MorphRowFilter : public BaseRowFilter
{
typedef typename Op::rtype T;
MorphRowFilter( int _ksize, int _anchor ) : vecOp(_ksize, _anchor)
{
ksize = _ksize;
anchor = _anchor;
}
void operator()(const uchar* src, uchar* dst, int width, int cn) CV_OVERRIDE
{
int i, j, k, _ksize = ksize*cn;
const T* S = (const T*)src;
Op op;
T* D = (T*)dst;
if( _ksize == cn )
{
for( i = 0; i < width*cn; i++ )
D[i] = S[i];
return;
}
int i0 = vecOp(src, dst, width, cn);
width *= cn;
for( k = 0; k < cn; k++, S++, D++ )
{
for( i = i0; i <= width - cn*2; i += cn*2 )
{
const T* s = S + i;
T m = s[cn];
for( j = cn*2; j < _ksize; j += cn )
m = op(m, s[j]);
D[i] = op(m, s[0]);
D[i+cn] = op(m, s[j]);
}
for( ; i < width; i += cn )
{
const T* s = S + i;
T m = s[0];
for( j = cn; j < _ksize; j += cn )
m = op(m, s[j]);
D[i] = m;
}
}
}
VecOp vecOp;
};
template<class Op, class VecOp> struct MorphColumnFilter : public BaseColumnFilter
{
typedef typename Op::rtype T;
MorphColumnFilter( int _ksize, int _anchor ) : vecOp(_ksize, _anchor)
{
ksize = _ksize;
anchor = _anchor;
}
void operator()(const uchar** _src, uchar* dst, int dststep, int count, int width) CV_OVERRIDE
{
int i, k, _ksize = ksize;
const T** src = (const T**)_src;
T* D = (T*)dst;
Op op;
int i0 = vecOp(_src, dst, dststep, count, width);
dststep /= sizeof(D[0]);
for( ; _ksize > 1 && count > 1; count -= 2, D += dststep*2, src += 2 )
{
i = i0;
#if CV_ENABLE_UNROLLED
for( ; i <= width - 4; i += 4 )
{
const T* sptr = src[1] + i;
T s0 = sptr[0], s1 = sptr[1], s2 = sptr[2], s3 = sptr[3];
for( k = 2; k < _ksize; k++ )
{
sptr = src[k] + i;
s0 = op(s0, sptr[0]); s1 = op(s1, sptr[1]);
s2 = op(s2, sptr[2]); s3 = op(s3, sptr[3]);
}
sptr = src[0] + i;
D[i] = op(s0, sptr[0]);
D[i+1] = op(s1, sptr[1]);
D[i+2] = op(s2, sptr[2]);
D[i+3] = op(s3, sptr[3]);
sptr = src[k] + i;
D[i+dststep] = op(s0, sptr[0]);
D[i+dststep+1] = op(s1, sptr[1]);
D[i+dststep+2] = op(s2, sptr[2]);
D[i+dststep+3] = op(s3, sptr[3]);
}
#endif
for( ; i < width; i++ )
{
T s0 = src[1][i];
for( k = 2; k < _ksize; k++ )
s0 = op(s0, src[k][i]);
D[i] = op(s0, src[0][i]);
D[i+dststep] = op(s0, src[k][i]);
}
}
for( ; count > 0; count--, D += dststep, src++ )
{
i = i0;
#if CV_ENABLE_UNROLLED
for( ; i <= width - 4; i += 4 )
{
const T* sptr = src[0] + i;
T s0 = sptr[0], s1 = sptr[1], s2 = sptr[2], s3 = sptr[3];
for( k = 1; k < _ksize; k++ )
{
sptr = src[k] + i;
s0 = op(s0, sptr[0]); s1 = op(s1, sptr[1]);
s2 = op(s2, sptr[2]); s3 = op(s3, sptr[3]);
}
D[i] = s0; D[i+1] = s1;
D[i+2] = s2; D[i+3] = s3;
}
#endif
for( ; i < width; i++ )
{
T s0 = src[0][i];
for( k = 1; k < _ksize; k++ )
s0 = op(s0, src[k][i]);
D[i] = s0;
}
}
}
VecOp vecOp;
};
template<class Op, class VecOp> struct MorphFilter : BaseFilter
{
typedef typename Op::rtype T;
MorphFilter( const Mat& _kernel, Point _anchor )
{
anchor = _anchor;
ksize = _kernel.size();
CV_Assert( _kernel.type() == CV_8U );
std::vector<uchar> coeffs; // we do not really the values of non-zero
// kernel elements, just their locations
preprocess2DKernel( _kernel, coords, coeffs );
ptrs.resize( coords.size() );
}
void operator()(const uchar** src, uchar* dst, int dststep, int count, int width, int cn) CV_OVERRIDE
{
const Point* pt = &coords[0];
const T** kp = (const T**)&ptrs[0];
int i, k, nz = (int)coords.size();
Op op;
width *= cn;
for( ; count > 0; count--, dst += dststep, src++ )
{
T* D = (T*)dst;
for( k = 0; k < nz; k++ )
kp[k] = (const T*)src[pt[k].y] + pt[k].x*cn;
i = vecOp(&ptrs[0], nz, dst, width);
#if CV_ENABLE_UNROLLED
for( ; i <= width - 4; i += 4 )
{
const T* sptr = kp[0] + i;
T s0 = sptr[0], s1 = sptr[1], s2 = sptr[2], s3 = sptr[3];
for( k = 1; k < nz; k++ )
{
sptr = kp[k] + i;
s0 = op(s0, sptr[0]); s1 = op(s1, sptr[1]);
s2 = op(s2, sptr[2]); s3 = op(s3, sptr[3]);
}
D[i] = s0; D[i+1] = s1;
D[i+2] = s2; D[i+3] = s3;
}
#endif
for( ; i < width; i++ )
{
T s0 = kp[0][i];
for( k = 1; k < nz; k++ )
s0 = op(s0, kp[k][i]);
D[i] = s0;
}
}
}
std::vector<Point> coords;
std::vector<uchar*> ptrs;
VecOp vecOp;
};
}
namespace cv {
/////////////////////////////////// External Interface /////////////////////////////////////
cv::Ptr<cv::BaseRowFilter> cv::getMorphologyRowFilter(int op, int type, int ksize, int anchor)
Ptr<BaseRowFilter> getMorphologyRowFilter(int op, int type, int ksize, int anchor)
{
int depth = CV_MAT_DEPTH(type);
if( anchor < 0 )
anchor = ksize/2;
CV_Assert( op == MORPH_ERODE || op == MORPH_DILATE );
if( op == MORPH_ERODE )
{
if( depth == CV_8U )
return makePtr<MorphRowFilter<MinOp<uchar>,
ErodeRowVec8u> >(ksize, anchor);
if( depth == CV_16U )
return makePtr<MorphRowFilter<MinOp<ushort>,
ErodeRowVec16u> >(ksize, anchor);
if( depth == CV_16S )
return makePtr<MorphRowFilter<MinOp<short>,
ErodeRowVec16s> >(ksize, anchor);
if( depth == CV_32F )
return makePtr<MorphRowFilter<MinOp<float>,
ErodeRowVec32f> >(ksize, anchor);
if( depth == CV_64F )
return makePtr<MorphRowFilter<MinOp<double>,
ErodeRowVec64f> >(ksize, anchor);
}
else
{
if( depth == CV_8U )
return makePtr<MorphRowFilter<MaxOp<uchar>,
DilateRowVec8u> >(ksize, anchor);
if( depth == CV_16U )
return makePtr<MorphRowFilter<MaxOp<ushort>,
DilateRowVec16u> >(ksize, anchor);
if( depth == CV_16S )
return makePtr<MorphRowFilter<MaxOp<short>,
DilateRowVec16s> >(ksize, anchor);
if( depth == CV_32F )
return makePtr<MorphRowFilter<MaxOp<float>,
DilateRowVec32f> >(ksize, anchor);
if( depth == CV_64F )
return makePtr<MorphRowFilter<MaxOp<double>,
DilateRowVec64f> >(ksize, anchor);
}
CV_INSTRUMENT_REGION();
CV_Error_( CV_StsNotImplemented, ("Unsupported data type (=%d)", type));
CV_CPU_DISPATCH(getMorphologyRowFilter, (op, type, ksize, anchor),
CV_CPU_DISPATCH_MODES_ALL);
}
cv::Ptr<cv::BaseColumnFilter> cv::getMorphologyColumnFilter(int op, int type, int ksize, int anchor)
Ptr<BaseColumnFilter> getMorphologyColumnFilter(int op, int type, int ksize, int anchor)
{
int depth = CV_MAT_DEPTH(type);
if( anchor < 0 )
anchor = ksize/2;
CV_Assert( op == MORPH_ERODE || op == MORPH_DILATE );
if( op == MORPH_ERODE )
{
if( depth == CV_8U )
return makePtr<MorphColumnFilter<MinOp<uchar>,
ErodeColumnVec8u> >(ksize, anchor);
if( depth == CV_16U )
return makePtr<MorphColumnFilter<MinOp<ushort>,
ErodeColumnVec16u> >(ksize, anchor);
if( depth == CV_16S )
return makePtr<MorphColumnFilter<MinOp<short>,
ErodeColumnVec16s> >(ksize, anchor);
if( depth == CV_32F )
return makePtr<MorphColumnFilter<MinOp<float>,
ErodeColumnVec32f> >(ksize, anchor);
if( depth == CV_64F )
return makePtr<MorphColumnFilter<MinOp<double>,
ErodeColumnVec64f> >(ksize, anchor);
}
else
{
if( depth == CV_8U )
return makePtr<MorphColumnFilter<MaxOp<uchar>,
DilateColumnVec8u> >(ksize, anchor);
if( depth == CV_16U )
return makePtr<MorphColumnFilter<MaxOp<ushort>,
DilateColumnVec16u> >(ksize, anchor);
if( depth == CV_16S )
return makePtr<MorphColumnFilter<MaxOp<short>,
DilateColumnVec16s> >(ksize, anchor);
if( depth == CV_32F )
return makePtr<MorphColumnFilter<MaxOp<float>,
DilateColumnVec32f> >(ksize, anchor);
if( depth == CV_64F )
return makePtr<MorphColumnFilter<MaxOp<double>,
DilateColumnVec64f> >(ksize, anchor);
}
CV_INSTRUMENT_REGION();
CV_Error_( CV_StsNotImplemented, ("Unsupported data type (=%d)", type));
CV_CPU_DISPATCH(getMorphologyColumnFilter, (op, type, ksize, anchor),
CV_CPU_DISPATCH_MODES_ALL);
}
cv::Ptr<cv::BaseFilter> cv::getMorphologyFilter(int op, int type, InputArray _kernel, Point anchor)
Ptr<BaseFilter> getMorphologyFilter(int op, int type, InputArray _kernel, Point anchor)
{
Mat kernel = _kernel.getMat();
int depth = CV_MAT_DEPTH(type);
anchor = normalizeAnchor(anchor, kernel.size());
CV_Assert( op == MORPH_ERODE || op == MORPH_DILATE );
if( op == MORPH_ERODE )
{
if( depth == CV_8U )
return makePtr<MorphFilter<MinOp<uchar>, ErodeVec8u> >(kernel, anchor);
if( depth == CV_16U )
return makePtr<MorphFilter<MinOp<ushort>, ErodeVec16u> >(kernel, anchor);
if( depth == CV_16S )
return makePtr<MorphFilter<MinOp<short>, ErodeVec16s> >(kernel, anchor);
if( depth == CV_32F )
return makePtr<MorphFilter<MinOp<float>, ErodeVec32f> >(kernel, anchor);
if( depth == CV_64F )
return makePtr<MorphFilter<MinOp<double>, ErodeVec64f> >(kernel, anchor);
}
else
{
if( depth == CV_8U )
return makePtr<MorphFilter<MaxOp<uchar>, DilateVec8u> >(kernel, anchor);
if( depth == CV_16U )
return makePtr<MorphFilter<MaxOp<ushort>, DilateVec16u> >(kernel, anchor);
if( depth == CV_16S )
return makePtr<MorphFilter<MaxOp<short>, DilateVec16s> >(kernel, anchor);
if( depth == CV_32F )
return makePtr<MorphFilter<MaxOp<float>, DilateVec32f> >(kernel, anchor);
if( depth == CV_64F )
return makePtr<MorphFilter<MaxOp<double>, DilateVec64f> >(kernel, anchor);
}
CV_INSTRUMENT_REGION();
CV_Error_( CV_StsNotImplemented, ("Unsupported data type (=%d)", type));
Mat kernel = _kernel.getMat();
CV_CPU_DISPATCH(getMorphologyFilter, (op, type, kernel, anchor),
CV_CPU_DISPATCH_MODES_ALL);
}
cv::Ptr<cv::FilterEngine> cv::createMorphologyFilter( int op, int type, InputArray _kernel,
Ptr<FilterEngine> createMorphologyFilter(
int op, int type, InputArray _kernel,
Point anchor, int _rowBorderType, int _columnBorderType,
const Scalar& _borderValue )
const Scalar& _borderValue)
{
Mat kernel = _kernel.getMat();
anchor = normalizeAnchor(anchor, kernel.size());
@ -862,7 +132,7 @@ cv::Ptr<cv::FilterEngine> cv::createMorphologyFilter( int op, int type, InputArr
}
cv::Mat cv::getStructuringElement(int shape, Size ksize, Point anchor)
Mat getStructuringElement(int shape, Size ksize, Point anchor)
{
int i, j;
int r = 0, c = 0;
@ -915,9 +185,6 @@ cv::Mat cv::getStructuringElement(int shape, Size ksize, Point anchor)
return elem;
}
namespace cv
{
// ===== 1. replacement implementation
static bool halMorph(int op, int src_type, int dst_type,
@ -1732,9 +999,7 @@ static void morphOp( int op, InputArray _src, OutputArray _dst,
(src.isSubmatrix() && !isolated));
}
}
void cv::erode( InputArray src, OutputArray dst, InputArray kernel,
void erode( InputArray src, OutputArray dst, InputArray kernel,
Point anchor, int iterations,
int borderType, const Scalar& borderValue )
{
@ -1744,7 +1009,7 @@ void cv::erode( InputArray src, OutputArray dst, InputArray kernel,
}
void cv::dilate( InputArray src, OutputArray dst, InputArray kernel,
void dilate( InputArray src, OutputArray dst, InputArray kernel,
Point anchor, int iterations,
int borderType, const Scalar& borderValue )
{
@ -1755,8 +1020,6 @@ void cv::dilate( InputArray src, OutputArray dst, InputArray kernel,
#ifdef HAVE_OPENCL
namespace cv {
static bool ocl_morphologyEx(InputArray _src, OutputArray _dst, int op,
InputArray kernel, Point anchor, int iterations,
int borderType, const Scalar& borderValue)
@ -1813,13 +1076,11 @@ static bool ocl_morphologyEx(InputArray _src, OutputArray _dst, int op,
return true;
}
}
#endif
#define IPP_DISABLE_MORPH_ADV 1
#ifdef HAVE_IPP
#if !IPP_DISABLE_MORPH_ADV
namespace cv {
static bool ipp_morphologyEx(int op, InputArray _src, OutputArray _dst,
InputArray _kernel,
Point anchor, int iterations,
@ -1884,11 +1145,10 @@ static bool ipp_morphologyEx(int op, InputArray _src, OutputArray _dst,
return false;
#endif
}
}
#endif
#endif
void cv::morphologyEx( InputArray _src, OutputArray _dst, int op,
void morphologyEx( InputArray _src, OutputArray _dst, int op,
InputArray _kernel, Point anchor, int iterations,
int borderType, const Scalar& borderValue )
{
@ -1985,6 +1245,8 @@ void cv::morphologyEx( InputArray _src, OutputArray _dst, int op,
}
}
} // namespace cv
CV_IMPL IplConvKernel *
cvCreateStructuringElementEx( int cols, int rows,
int anchorX, int anchorY,

1327
modules/imgproc/src/morph.simd.hpp
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