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Merge pull request #7214 from mshabunin:hal_integral

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pull/7349/merge
Vadim Pisarevsky 9 years ago
parent 2e2ac54eca 3d5c0f1faf
commit a3d44d523d
4 changed files with 139 additions and 101 deletions
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  1. 7
      modules/imgproc/include/opencv2/imgproc/hal/hal.hpp
  2. 32
      modules/imgproc/src/hal_replacement.hpp
  3. 1
      modules/imgproc/src/precomp.hpp
  4. 200
      modules/imgproc/src/sumpixels.cpp

7
modules/imgproc/include/opencv2/imgproc/hal/hal.hpp
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@ -175,6 +175,13 @@ CV_EXPORTS void cvtMultipliedRGBAtoRGBA(const uchar * src_data, size_t src_step,
uchar * dst_data, size_t dst_step, uchar * dst_data, size_t dst_step,
int width, int height); int width, int height);
CV_EXPORTS void integral(int depth, int sdepth, int sqdepth,
const uchar* src, size_t srcstep,
uchar* sum, size_t sumstep,
uchar* sqsum, size_t sqsumstep,
uchar* tilted, size_t tstep,
int width, int height, int cn);
//! @} //! @}
}} }}

32
modules/imgproc/src/hal_replacement.hpp
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@ -583,6 +583,38 @@ inline int hal_ni_cvtMultipliedRGBAtoRGBA(const uchar * src_data, size_t src_ste
#define cv_hal_cvtMultipliedRGBAtoRGBA hal_ni_cvtMultipliedRGBAtoRGBA #define cv_hal_cvtMultipliedRGBAtoRGBA hal_ni_cvtMultipliedRGBAtoRGBA
//! @endcond //! @endcond
/**
@brief Calculate integral image
@param depth,sdepth,sqdepth Depths of source image, sum image and square sum image
@param src_data,src_step Source image
@param sum_data,sum_step Sum image
@param sqsum_data,sqsum_step Square sum image
@param tilted_data,tilted_step Tilted sum image
@param width,height Source image dimensions
@param cn Number of channels
@note Following combinations of image depths are used:
Source | Sum | Square sum
-------|-----|-----------
CV_8U | CV_32S | CV_64F
CV_8U | CV_32S | CV_32F
CV_8U | CV_32S | CV_32S
CV_8U | CV_32F | CV_64F
CV_8U | CV_32F | CV_32F
CV_8U | CV_64F | CV_64F
CV_16U | CV_64F | CV_64F
CV_16S | CV_64F | CV_64F
CV_32F | CV_32F | CV_64F
CV_32F | CV_32F | CV_32F
CV_32F | CV_64F | CV_64F
CV_64F | CV_64F | CV_64F
@sa cv::integral
*/
inline int hal_ni_integral(int depth, int sdepth, int sqdepth, const uchar * src_data, size_t src_step, uchar * sum_data, size_t sum_step, uchar * sqsum_data, size_t sqsum_step, uchar * tilted_data, size_t tilted_step, int width, int height, int cn) { return CV_HAL_ERROR_NOT_IMPLEMENTED; }
//! @cond IGNORED
#define cv_hal_integral hal_ni_integral
//! @endcond
//! @} //! @}
#if defined __GNUC__ #if defined __GNUC__

1
modules/imgproc/src/precomp.hpp
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@ -51,6 +51,7 @@
#include "opencv2/core/ocl.hpp" #include "opencv2/core/ocl.hpp"
#include "opencv2/core/hal/hal.hpp" #include "opencv2/core/hal/hal.hpp"
#include "opencv2/imgproc/hal/hal.hpp" #include "opencv2/imgproc/hal/hal.hpp"
#include "hal_replacement.hpp"
#include <math.h> #include <math.h>
#include <assert.h> #include <assert.h>

200
modules/imgproc/src/sumpixels.cpp
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@ -54,7 +54,7 @@ struct Integral_SIMD
ST *, size_t, ST *, size_t,
QT *, size_t, QT *, size_t,
ST *, size_t, ST *, size_t,
Size, int) const int, int, int) const
{ {
return false; return false;
} }
@ -74,19 +74,19 @@ struct Integral_SIMD<uchar, int, double>
int * sum, size_t _sumstep, int * sum, size_t _sumstep,
double * sqsum, size_t, double * sqsum, size_t,
int * tilted, size_t, int * tilted, size_t,
Size size, int cn) const int width, int height, int cn) const
{ {
if (sqsum || tilted || cn != 1 || !haveSSE2) if (sqsum || tilted || cn != 1 || !haveSSE2)
return false; return false;
// the first iteration // the first iteration
memset(sum, 0, (size.width + 1) * sizeof(int)); memset(sum, 0, (width + 1) * sizeof(int));
__m128i v_zero = _mm_setzero_si128(), prev = v_zero; __m128i v_zero = _mm_setzero_si128(), prev = v_zero;
int j = 0; int j = 0;
// the others // the others
for (int i = 0; i < size.height; ++i) for (int i = 0; i < height; ++i)
{ {
const uchar * src_row = src + _srcstep * i; const uchar * src_row = src + _srcstep * i;
int * prev_sum_row = (int *)((uchar *)sum + _sumstep * i) + 1; int * prev_sum_row = (int *)((uchar *)sum + _sumstep * i) + 1;
@ -97,7 +97,7 @@ struct Integral_SIMD<uchar, int, double>
prev = v_zero; prev = v_zero;
j = 0; j = 0;
for ( ; j + 7 < size.width; j += 8) for ( ; j + 7 < width; j += 8)
{ {
__m128i vsuml = _mm_loadu_si128((const __m128i *)(prev_sum_row + j)); __m128i vsuml = _mm_loadu_si128((const __m128i *)(prev_sum_row + j));
__m128i vsumh = _mm_loadu_si128((const __m128i *)(prev_sum_row + j + 4)); __m128i vsumh = _mm_loadu_si128((const __m128i *)(prev_sum_row + j + 4));
@ -128,7 +128,7 @@ struct Integral_SIMD<uchar, int, double>
prev = _mm_add_epi32(prev, _mm_shuffle_epi32(el4h, _MM_SHUFFLE(3, 3, 3, 3))); prev = _mm_add_epi32(prev, _mm_shuffle_epi32(el4h, _MM_SHUFFLE(3, 3, 3, 3)));
} }
for (int v = sum_row[j - 1] - prev_sum_row[j - 1]; j < size.width; ++j) for (int v = sum_row[j - 1] - prev_sum_row[j - 1]; j < width; ++j)
sum_row[j] = (v += src_row[j]) + prev_sum_row[j]; sum_row[j] = (v += src_row[j]) + prev_sum_row[j];
} }
@ -143,7 +143,7 @@ struct Integral_SIMD<uchar, int, double>
template<typename T, typename ST, typename QT> template<typename T, typename ST, typename QT>
void integral_( const T* src, size_t _srcstep, ST* sum, size_t _sumstep, void integral_( const T* src, size_t _srcstep, ST* sum, size_t _sumstep,
QT* sqsum, size_t _sqsumstep, ST* tilted, size_t _tiltedstep, QT* sqsum, size_t _sqsumstep, ST* tilted, size_t _tiltedstep,
Size size, int cn ) int width, int height, int cn )
{ {
int x, y, k; int x, y, k;
@ -151,7 +151,7 @@ void integral_( const T* src, size_t _srcstep, ST* sum, size_t _sumstep,
sum, _sumstep, sum, _sumstep,
sqsum, _sqsumstep, sqsum, _sqsumstep,
tilted, _tiltedstep, tilted, _tiltedstep,
size, cn)) width, height, cn))
return; return;
int srcstep = (int)(_srcstep/sizeof(T)); int srcstep = (int)(_srcstep/sizeof(T));
@ -159,31 +159,31 @@ void integral_( const T* src, size_t _srcstep, ST* sum, size_t _sumstep,
int tiltedstep = (int)(_tiltedstep/sizeof(ST)); int tiltedstep = (int)(_tiltedstep/sizeof(ST));
int sqsumstep = (int)(_sqsumstep/sizeof(QT)); int sqsumstep = (int)(_sqsumstep/sizeof(QT));
size.width *= cn; width *= cn;
memset( sum, 0, (size.width+cn)*sizeof(sum[0])); memset( sum, 0, (width+cn)*sizeof(sum[0]));
sum += sumstep + cn; sum += sumstep + cn;
if( sqsum ) if( sqsum )
{ {
memset( sqsum, 0, (size.width+cn)*sizeof(sqsum[0])); memset( sqsum, 0, (width+cn)*sizeof(sqsum[0]));
sqsum += sqsumstep + cn; sqsum += sqsumstep + cn;
} }
if( tilted ) if( tilted )
{ {
memset( tilted, 0, (size.width+cn)*sizeof(tilted[0])); memset( tilted, 0, (width+cn)*sizeof(tilted[0]));
tilted += tiltedstep + cn; tilted += tiltedstep + cn;
} }
if( sqsum == 0 && tilted == 0 ) if( sqsum == 0 && tilted == 0 )
{ {
for( y = 0; y < size.height; y++, src += srcstep - cn, sum += sumstep - cn ) for( y = 0; y < height; y++, src += srcstep - cn, sum += sumstep - cn )
{ {
for( k = 0; k < cn; k++, src++, sum++ ) for( k = 0; k < cn; k++, src++, sum++ )
{ {
ST s = sum[-cn] = 0; ST s = sum[-cn] = 0;
for( x = 0; x < size.width; x += cn ) for( x = 0; x < width; x += cn )
{ {
s += src[x]; s += src[x];
sum[x] = sum[x - sumstep] + s; sum[x] = sum[x - sumstep] + s;
@ -193,14 +193,14 @@ void integral_( const T* src, size_t _srcstep, ST* sum, size_t _sumstep,
} }
else if( tilted == 0 ) else if( tilted == 0 )
{ {
for( y = 0; y < size.height; y++, src += srcstep - cn, for( y = 0; y < height; y++, src += srcstep - cn,
sum += sumstep - cn, sqsum += sqsumstep - cn ) sum += sumstep - cn, sqsum += sqsumstep - cn )
{ {
for( k = 0; k < cn; k++, src++, sum++, sqsum++ ) for( k = 0; k < cn; k++, src++, sum++, sqsum++ )
{ {
ST s = sum[-cn] = 0; ST s = sum[-cn] = 0;
QT sq = sqsum[-cn] = 0; QT sq = sqsum[-cn] = 0;
for( x = 0; x < size.width; x += cn ) for( x = 0; x < width; x += cn )
{ {
T it = src[x]; T it = src[x];
s += it; s += it;
@ -215,7 +215,7 @@ void integral_( const T* src, size_t _srcstep, ST* sum, size_t _sumstep,
} }
else else
{ {
AutoBuffer<ST> _buf(size.width+cn); AutoBuffer<ST> _buf(width+cn);
ST* buf = _buf; ST* buf = _buf;
ST s; ST s;
QT sq; QT sq;
@ -223,7 +223,7 @@ void integral_( const T* src, size_t _srcstep, ST* sum, size_t _sumstep,
{ {
sum[-cn] = tilted[-cn] = 0; sum[-cn] = tilted[-cn] = 0;
for( x = 0, s = 0, sq = 0; x < size.width; x += cn ) for( x = 0, s = 0, sq = 0; x < width; x += cn )
{ {
T it = src[x]; T it = src[x];
buf[x] = tilted[x] = it; buf[x] = tilted[x] = it;
@ -234,7 +234,7 @@ void integral_( const T* src, size_t _srcstep, ST* sum, size_t _sumstep,
sqsum[x] = sq; sqsum[x] = sq;
} }
if( size.width == cn ) if( width == cn )
buf[cn] = 0; buf[cn] = 0;
if( sqsum ) if( sqsum )
@ -244,7 +244,7 @@ void integral_( const T* src, size_t _srcstep, ST* sum, size_t _sumstep,
} }
} }
for( y = 1; y < size.height; y++ ) for( y = 1; y < height; y++ )
{ {
src += srcstep - cn; src += srcstep - cn;
sum += sumstep - cn; sum += sumstep - cn;
@ -270,7 +270,7 @@ void integral_( const T* src, size_t _srcstep, ST* sum, size_t _sumstep,
sqsum[0] = sqsum[-sqsumstep] + tq0; sqsum[0] = sqsum[-sqsumstep] + tq0;
tilted[0] = tilted[-tiltedstep] + t0 + buf[cn]; tilted[0] = tilted[-tiltedstep] + t0 + buf[cn];
for( x = cn; x < size.width - cn; x += cn ) for( x = cn; x < width - cn; x += cn )
{ {
ST t1 = buf[x]; ST t1 = buf[x];
buf[x - cn] = t1 + t0; buf[x - cn] = t1 + t0;
@ -285,7 +285,7 @@ void integral_( const T* src, size_t _srcstep, ST* sum, size_t _sumstep,
tilted[x] = t1; tilted[x] = t1;
} }
if( size.width > cn ) if( width > cn )
{ {
ST t1 = buf[x]; ST t1 = buf[x];
buf[x - cn] = t1 + t0; buf[x - cn] = t1 + t0;
@ -308,29 +308,6 @@ void integral_( const T* src, size_t _srcstep, ST* sum, size_t _sumstep,
} }
#define DEF_INTEGRAL_FUNC(suffix, T, ST, QT) \
static void integral_##suffix( T* src, size_t srcstep, ST* sum, size_t sumstep, QT* sqsum, size_t sqsumstep, \
ST* tilted, size_t tiltedstep, Size size, int cn ) \
{ integral_(src, srcstep, sum, sumstep, sqsum, sqsumstep, tilted, tiltedstep, size, cn); }
DEF_INTEGRAL_FUNC(8u32s, uchar, int, double)
DEF_INTEGRAL_FUNC(8u32s32s, uchar, int, int)
DEF_INTEGRAL_FUNC(8u32f64f, uchar, float, double)
DEF_INTEGRAL_FUNC(8u64f64f, uchar, double, double)
DEF_INTEGRAL_FUNC(16u64f64f, ushort, double, double)
DEF_INTEGRAL_FUNC(16s64f64f, short, double, double)
DEF_INTEGRAL_FUNC(32f32f64f, float, float, double)
DEF_INTEGRAL_FUNC(32f64f64f, float, double, double)
DEF_INTEGRAL_FUNC(64f64f64f, double, double, double)
DEF_INTEGRAL_FUNC(8u32s32f, uchar, int, float)
DEF_INTEGRAL_FUNC(8u32f32f, uchar, float, float)
DEF_INTEGRAL_FUNC(32f32f32f, float, float, float)
typedef void (*IntegralFunc)(const uchar* src, size_t srcstep, uchar* sum, size_t sumstep,
uchar* sqsum, size_t sqsumstep, uchar* tilted, size_t tstep,
Size size, int cn );
#ifdef HAVE_OPENCL #ifdef HAVE_OPENCL
static bool ocl_integral( InputArray _src, OutputArray _sum, int sdepth ) static bool ocl_integral( InputArray _src, OutputArray _sum, int sdepth )
@ -423,53 +400,46 @@ static bool ocl_integral( InputArray _src, OutputArray _sum, OutputArray _sqsum,
#if defined(HAVE_IPP) #if defined(HAVE_IPP)
namespace cv namespace cv
{ {
static bool ipp_integral(InputArray _src, OutputArray _sum, OutputArray _sqsum, OutputArray _tilted, int sdepth, int sqdepth) static bool ipp_integral(
int depth, int sdepth, int sqdepth,
const uchar* src, size_t srcstep,
uchar* sum, size_t sumstep,
uchar* sqsum, size_t sqsumstep,
int width, int height, int cn)
{ {
CV_INSTRUMENT_REGION_IPP() CV_INSTRUMENT_REGION_IPP()
#if IPP_VERSION_X100 != 900 // Disabled on ICV due invalid results #if IPP_VERSION_X100 != 900 // Disabled on ICV due invalid results
int type = _src.type(), depth = CV_MAT_DEPTH(type), cn = CV_MAT_CN(type);
if( sdepth <= 0 ) if( sdepth <= 0 )
sdepth = depth == CV_8U ? CV_32S : CV_64F; sdepth = depth == CV_8U ? CV_32S : CV_64F;
if ( sqdepth <= 0 ) if ( sqdepth <= 0 )
sqdepth = CV_64F; sqdepth = CV_64F;
sdepth = CV_MAT_DEPTH(sdepth), sqdepth = CV_MAT_DEPTH(sqdepth); sdepth = CV_MAT_DEPTH(sdepth), sqdepth = CV_MAT_DEPTH(sqdepth);
if( ( depth == CV_8U ) && ( sdepth == CV_32F || sdepth == CV_32S ) && ( !sqsum || sqdepth == CV_64F ) && ( cn == 1 ) )
Size ssize = _src.size(), isize(ssize.width + 1, ssize.height + 1);
_sum.create( isize, CV_MAKETYPE(sdepth, cn) );
Mat src = _src.getMat(), sum =_sum.getMat(), sqsum, tilted;
if( _sqsum.needed() )
{
_sqsum.create( isize, CV_MAKETYPE(sqdepth, cn) );
sqsum = _sqsum.getMat();
};
if( ( depth == CV_8U ) && ( sdepth == CV_32F || sdepth == CV_32S ) && ( !_tilted.needed() ) && ( !_sqsum.needed() || sqdepth == CV_64F ) && ( cn == 1 ) )
{ {
IppStatus status = ippStsErr; IppStatus status = ippStsErr;
IppiSize srcRoiSize = ippiSize( src.cols, src.rows ); IppiSize srcRoiSize = ippiSize( width, height );
if( sdepth == CV_32F ) if( sdepth == CV_32F )
{ {
if( _sqsum.needed() ) if( sqsum )
{ {
status = CV_INSTRUMENT_FUN_IPP(ippiSqrIntegral_8u32f64f_C1R, (const Ipp8u*)src.data, (int)src.step, (Ipp32f*)sum.data, (int)sum.step, (Ipp64f*)sqsum.data, (int)sqsum.step, srcRoiSize, 0, 0); status = CV_INSTRUMENT_FUN_IPP(ippiSqrIntegral_8u32f64f_C1R, (const Ipp8u*)src, (int)srcstep, (Ipp32f*)sum, (int)sumstep, (Ipp64f*)sqsum, (int)sqsumstep, srcRoiSize, 0, 0);
} }
else else
{ {
status = CV_INSTRUMENT_FUN_IPP(ippiIntegral_8u32f_C1R, (const Ipp8u*)src.data, (int)src.step, (Ipp32f*)sum.data, (int)sum.step, srcRoiSize, 0); status = CV_INSTRUMENT_FUN_IPP(ippiIntegral_8u32f_C1R, (const Ipp8u*)src, (int)srcstep, (Ipp32f*)sum, (int)sumstep, srcRoiSize, 0);
} }
} }
else if( sdepth == CV_32S ) else if( sdepth == CV_32S )
{ {
if( _sqsum.needed() ) if( sqsum )
{ {
status = CV_INSTRUMENT_FUN_IPP(ippiSqrIntegral_8u32s64f_C1R, (const Ipp8u*)src.data, (int)src.step, (Ipp32s*)sum.data, (int)sum.step, (Ipp64f*)sqsum.data, (int)sqsum.step, srcRoiSize, 0, 0); status = CV_INSTRUMENT_FUN_IPP(ippiSqrIntegral_8u32s64f_C1R, (const Ipp8u*)src, (int)srcstep, (Ipp32s*)sum, (int)sumstep, (Ipp64f*)sqsum, (int)sqsumstep, srcRoiSize, 0, 0);
} }
else else
{ {
status = CV_INSTRUMENT_FUN_IPP(ippiIntegral_8u32s_C1R, (const Ipp8u*)src.data, (int)src.step, (Ipp32s*)sum.data, (int)sum.step, srcRoiSize, 0); status = CV_INSTRUMENT_FUN_IPP(ippiIntegral_8u32s_C1R, (const Ipp8u*)src, (int)srcstep, (Ipp32s*)sum, (int)sumstep, srcRoiSize, 0);
} }
} }
if (0 <= status) if (0 <= status)
@ -479,13 +449,69 @@ static bool ipp_integral(InputArray _src, OutputArray _sum, OutputArray _sqsum,
} }
} }
#else #else
CV_UNUSED(_src); CV_UNUSED(_sum); CV_UNUSED(_sqsum); CV_UNUSED(_tilted); CV_UNUSED(sdepth); CV_UNUSED(sqdepth); CV_UNUSED(depth); CV_UNUSED(sdepth); CV_UNUSED(sqdepth);
CV_UNUSED(src); CV_UNUSED(srcstep);
CV_UNUSED(sum); CV_UNUSED(sumstep);
CV_UNUSED(sqsum); CV_UNUSED(sqsumstep);
CV_UNUSED(tilted); CV_UNUSED(tstep);
CV_UNUSED(width); CV_UNUSED(height); CV_UNUSED(cn);
#endif #endif
return false; return false;
} }
} }
#endif #endif
namespace cv { namespace hal {
void integral(int depth, int sdepth, int sqdepth,
const uchar* src, size_t srcstep,
uchar* sum, size_t sumstep,
uchar* sqsum, size_t sqsumstep,
uchar* tilted, size_t tstep,
int width, int height, int cn)
{
CALL_HAL(integral, cv_hal_integral, depth, sdepth, sqdepth, src, srcstep, sum, sumstep, sqsum, sqsumstep, tilted, tstep, width, height, cn);
CV_IPP_RUN(( depth == CV_8U )
&& ( sdepth == CV_32F || sdepth == CV_32S )
&& ( !tilted )
&& ( !sqsum || sqdepth == CV_64F )
&& ( cn == 1 ),
ipp_integral(depth, sdepth, sqdepth, src, srcstep, sum, sumstep, sqsum, sqsumstep, width, height, cn));
#define ONE_CALL(A, B, C) integral_<A, B, C>((const A*)src, srcstep, (B*)sum, sumstep, (C*)sqsum, sqsumstep, (B*)tilted, tstep, width, height, cn)
if( depth == CV_8U && sdepth == CV_32S && sqdepth == CV_64F )
ONE_CALL(uchar, int, double);
else if( depth == CV_8U && sdepth == CV_32S && sqdepth == CV_32F )
ONE_CALL(uchar, int, float);
else if( depth == CV_8U && sdepth == CV_32S && sqdepth == CV_32S )
ONE_CALL(uchar, int, int);
else if( depth == CV_8U && sdepth == CV_32F && sqdepth == CV_64F )
ONE_CALL(uchar, float, double);
else if( depth == CV_8U && sdepth == CV_32F && sqdepth == CV_32F )
ONE_CALL(uchar, float, float);
else if( depth == CV_8U && sdepth == CV_64F && sqdepth == CV_64F )
ONE_CALL(uchar, double, double);
else if( depth == CV_16U && sdepth == CV_64F && sqdepth == CV_64F )
ONE_CALL(ushort, double, double);
else if( depth == CV_16S && sdepth == CV_64F && sqdepth == CV_64F )
ONE_CALL(short, double, double);
else if( depth == CV_32F && sdepth == CV_32F && sqdepth == CV_64F )
ONE_CALL(float, float, double);
else if( depth == CV_32F && sdepth == CV_32F && sqdepth == CV_32F )
ONE_CALL(float, float, float);
else if( depth == CV_32F && sdepth == CV_64F && sqdepth == CV_64F )
ONE_CALL(float, double, double);
else if( depth == CV_64F && sdepth == CV_64F && sqdepth == CV_64F )
ONE_CALL(double, double, double);
else
CV_Error( CV_StsUnsupportedFormat, "" );
#undef ONE_CALL
}
}} // cv::hal::
void cv::integral( InputArray _src, OutputArray _sum, OutputArray _sqsum, OutputArray _tilted, int sdepth, int sqdepth ) void cv::integral( InputArray _src, OutputArray _sum, OutputArray _sqsum, OutputArray _tilted, int sdepth, int sqdepth )
{ {
CV_INSTRUMENT_REGION() CV_INSTRUMENT_REGION()
@ -519,46 +545,18 @@ void cv::integral( InputArray _src, OutputArray _sum, OutputArray _sqsum, Output
sqsum = _sqsum.getMat(); sqsum = _sqsum.getMat();
}; };
CV_IPP_RUN(( depth == CV_8U ) && ( sdepth == CV_32F || sdepth == CV_32S ) &&
( !_tilted.needed() ) && ( !_sqsum.needed() || sqdepth == CV_64F ) && ( cn == 1 ),
ipp_integral(_src, _sum, _sqsum, _tilted, sdepth, sqdepth));
if( _tilted.needed() ) if( _tilted.needed() )
{ {
_tilted.create( isize, CV_MAKETYPE(sdepth, cn) ); _tilted.create( isize, CV_MAKETYPE(sdepth, cn) );
tilted = _tilted.getMat(); tilted = _tilted.getMat();
} }
IntegralFunc func = 0; hal::integral(depth, sdepth, sqdepth,
if( depth == CV_8U && sdepth == CV_32S && sqdepth == CV_64F ) src.ptr(), src.step,
func = (IntegralFunc)GET_OPTIMIZED(integral_8u32s); sum.ptr(), sum.step,
else if( depth == CV_8U && sdepth == CV_32S && sqdepth == CV_32F ) sqsum.ptr(), sqsum.step,
func = (IntegralFunc)integral_8u32s32f; tilted.ptr(), tilted.step,
else if( depth == CV_8U && sdepth == CV_32S && sqdepth == CV_32S ) src.cols, src.rows, cn);
func = (IntegralFunc)integral_8u32s32s;
else if( depth == CV_8U && sdepth == CV_32F && sqdepth == CV_64F )
func = (IntegralFunc)integral_8u32f64f;
else if( depth == CV_8U && sdepth == CV_32F && sqdepth == CV_32F )
func = (IntegralFunc)integral_8u32f32f;
else if( depth == CV_8U && sdepth == CV_64F && sqdepth == CV_64F )
func = (IntegralFunc)integral_8u64f64f;
else if( depth == CV_16U && sdepth == CV_64F && sqdepth == CV_64F )
func = (IntegralFunc)integral_16u64f64f;
else if( depth == CV_16S && sdepth == CV_64F && sqdepth == CV_64F )
func = (IntegralFunc)integral_16s64f64f;
else if( depth == CV_32F && sdepth == CV_32F && sqdepth == CV_64F )
func = (IntegralFunc)integral_32f32f64f;
else if( depth == CV_32F && sdepth == CV_32F && sqdepth == CV_32F )
func = (IntegralFunc)integral_32f32f32f;
else if( depth == CV_32F && sdepth == CV_64F && sqdepth == CV_64F )
func = (IntegralFunc)integral_32f64f64f;
else if( depth == CV_64F && sdepth == CV_64F && sqdepth == CV_64F )
func = (IntegralFunc)integral_64f64f64f;
else
CV_Error( CV_StsUnsupportedFormat, "" );
func( src.ptr(), src.step, sum.ptr(), sum.step, sqsum.ptr(), sqsum.step,
tilted.ptr(), tilted.step, src.size(), cn );
} }
void cv::integral( InputArray src, OutputArray sum, int sdepth ) void cv::integral( InputArray src, OutputArray sum, int sdepth )

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