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mirror of https://github.com/opencv/opencv_contrib.git synced 2025-10-16 05:17:39 +08:00

Merge branch 4.x

This commit is contained in:
Alexander Smorkalov
2025-09-10 09:34:12 +03:00
13 changed files with 77 additions and 44 deletions

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@@ -9,7 +9,7 @@ ocv_warnings_disable(CMAKE_CXX_FLAGS /wd4127 /wd4324 /wd4512 -Wundef -Wmissing-d
set(extra_dependencies "")
set(optional_dependencies "")
if(ENABLE_CUDA_FIRST_CLASS_LANGUAGE)
if(UNIX AND NOT BUILD_SHARED_LIBS AND CUDA_VERSION_STRING VERSION_GREATER_EQUAL 9.2 AND CMAKE_VERSION VERSION_GREATER_EQUAL 3.23)
if(UNIX AND NOT BUILD_SHARED_LIBS AND CUDA_VERSION_STRING VERSION_GREATER_EQUAL 9.2 AND CUDA_VERSION_STRING VERSION_LESS 13.0 AND CMAKE_VERSION VERSION_GREATER_EQUAL 3.23)
set(CUDA_FFT_LIB_EXT "_static_nocallback")
endif()
list(APPEND extra_dependencies CUDA::cudart_static CUDA::nppial${CUDA_LIB_EXT} CUDA::nppc${CUDA_LIB_EXT} CUDA::nppitc${CUDA_LIB_EXT} CUDA::nppig${CUDA_LIB_EXT} CUDA::nppist${CUDA_LIB_EXT} CUDA::nppidei${CUDA_LIB_EXT})

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@@ -49,6 +49,7 @@
#else
#include "opencv2/cudev.hpp"
#include "opencv2/core/cuda/cuda_compat.hpp"
using namespace cv::cudev;
@@ -56,6 +57,7 @@ void absDiffScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const G
namespace
{
using cv::cuda::device::compat::double4Compat;
template <typename SrcType, typename ScalarType, typename DstType> struct AbsDiffScalarOp : unary_function<SrcType, DstType>
{
ScalarType val;
@@ -114,7 +116,7 @@ void absDiffScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const G
absDiffScalarImpl<float, float>, absDiffScalarImpl<float2, float>, absDiffScalarImpl<float3, float>, absDiffScalarImpl<float4, float>
},
{
absDiffScalarImpl<double, double>, absDiffScalarImpl<double2, double>, absDiffScalarImpl<double3, double>, absDiffScalarImpl<double4, double>
absDiffScalarImpl<double, double>, absDiffScalarImpl<double2, double>, absDiffScalarImpl<double3, double>, absDiffScalarImpl<double4Compat, double>
}
};

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@@ -49,6 +49,7 @@
#else
#include "opencv2/cudev.hpp"
#include "opencv2/core/cuda/cuda_compat.hpp"
using namespace cv::cudev;
@@ -56,6 +57,7 @@ void addScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
namespace
{
using cv::cuda::device::compat::double4Compat;
template <typename SrcType, typename ScalarType, typename DstType> struct AddScalarOp : unary_function<SrcType, DstType>
{
ScalarType val;
@@ -105,7 +107,7 @@ void addScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{addScalarImpl<uchar, float, short>, addScalarImpl<uchar2, float, short2>, addScalarImpl<uchar3, float, short3>, addScalarImpl<uchar4, float, short4>},
{addScalarImpl<uchar, float, int>, addScalarImpl<uchar2, float, int2>, addScalarImpl<uchar3, float, int3>, addScalarImpl<uchar4, float, int4>},
{addScalarImpl<uchar, float, float>, addScalarImpl<uchar2, float, float2>, addScalarImpl<uchar3, float, float3>, addScalarImpl<uchar4, float, float4>},
{addScalarImpl<uchar, double, double>, addScalarImpl<uchar2, double, double2>, addScalarImpl<uchar3, double, double3>, addScalarImpl<uchar4, double, double4>}
{addScalarImpl<uchar, double, double>, addScalarImpl<uchar2, double, double2>, addScalarImpl<uchar3, double, double3>, addScalarImpl<uchar4, double, double4Compat>}
},
{
{addScalarImpl<schar, float, uchar>, addScalarImpl<char2, float, uchar2>, addScalarImpl<char3, float, uchar3>, addScalarImpl<char4, float, uchar4>},
@@ -114,7 +116,7 @@ void addScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{addScalarImpl<schar, float, short>, addScalarImpl<char2, float, short2>, addScalarImpl<char3, float, short3>, addScalarImpl<char4, float, short4>},
{addScalarImpl<schar, float, int>, addScalarImpl<char2, float, int2>, addScalarImpl<char3, float, int3>, addScalarImpl<char4, float, int4>},
{addScalarImpl<schar, float, float>, addScalarImpl<char2, float, float2>, addScalarImpl<char3, float, float3>, addScalarImpl<char4, float, float4>},
{addScalarImpl<schar, double, double>, addScalarImpl<char2, double, double2>, addScalarImpl<char3, double, double3>, addScalarImpl<char4, double, double4>}
{addScalarImpl<schar, double, double>, addScalarImpl<char2, double, double2>, addScalarImpl<char3, double, double3>, addScalarImpl<char4, double, double4Compat>}
},
{
{0 /*addScalarImpl<ushort, float, uchar>*/, 0 /*addScalarImpl<ushort2, float, uchar2>*/, 0 /*addScalarImpl<ushort3, float, uchar3>*/, 0 /*addScalarImpl<ushort4, float, uchar4>*/},
@@ -123,7 +125,7 @@ void addScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{addScalarImpl<ushort, float, short>, addScalarImpl<ushort2, float, short2>, addScalarImpl<ushort3, float, short3>, addScalarImpl<ushort4, float, short4>},
{addScalarImpl<ushort, float, int>, addScalarImpl<ushort2, float, int2>, addScalarImpl<ushort3, float, int3>, addScalarImpl<ushort4, float, int4>},
{addScalarImpl<ushort, float, float>, addScalarImpl<ushort2, float, float2>, addScalarImpl<ushort3, float, float3>, addScalarImpl<ushort4, float, float4>},
{addScalarImpl<ushort, double, double>, addScalarImpl<ushort2, double, double2>, addScalarImpl<ushort3, double, double3>, addScalarImpl<ushort4, double, double4>}
{addScalarImpl<ushort, double, double>, addScalarImpl<ushort2, double, double2>, addScalarImpl<ushort3, double, double3>, addScalarImpl<ushort4, double, double4Compat>}
},
{
{0 /*addScalarImpl<short, float, uchar>*/, 0 /*addScalarImpl<short2, float, uchar2>*/, 0 /*addScalarImpl<short3, float, uchar3>*/, 0 /*addScalarImpl<short4, float, uchar4>*/},
@@ -132,7 +134,7 @@ void addScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{addScalarImpl<short, float, short>, addScalarImpl<short2, float, short2>, addScalarImpl<short3, float, short3>, addScalarImpl<short4, float, short4>},
{addScalarImpl<short, float, int>, addScalarImpl<short2, float, int2>, addScalarImpl<short3, float, int3>, addScalarImpl<short4, float, int4>},
{addScalarImpl<short, float, float>, addScalarImpl<short2, float, float2>, addScalarImpl<short3, float, float3>, addScalarImpl<short4, float, float4>},
{addScalarImpl<short, double, double>, addScalarImpl<short2, double, double2>, addScalarImpl<short3, double, double3>, addScalarImpl<short4, double, double4>}
{addScalarImpl<short, double, double>, addScalarImpl<short2, double, double2>, addScalarImpl<short3, double, double3>, addScalarImpl<short4, double, double4Compat>}
},
{
{0 /*addScalarImpl<int, float, uchar>*/, 0 /*addScalarImpl<int2, float, uchar2>*/, 0 /*addScalarImpl<int3, float, uchar3>*/, 0 /*addScalarImpl<int4, float, uchar4>*/},
@@ -141,7 +143,7 @@ void addScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{0 /*addScalarImpl<int, float, short>*/, 0 /*addScalarImpl<int2, float, short2>*/, 0 /*addScalarImpl<int3, float, short3>*/, 0 /*addScalarImpl<int4, float, short4>*/},
{addScalarImpl<int, float, int>, addScalarImpl<int2, float, int2>, addScalarImpl<int3, float, int3>, addScalarImpl<int4, float, int4>},
{addScalarImpl<int, float, float>, addScalarImpl<int2, float, float2>, addScalarImpl<int3, float, float3>, addScalarImpl<int4, float, float4>},
{addScalarImpl<int, double, double>, addScalarImpl<int2, double, double2>, addScalarImpl<int3, double, double3>, addScalarImpl<int4, double, double4>}
{addScalarImpl<int, double, double>, addScalarImpl<int2, double, double2>, addScalarImpl<int3, double, double3>, addScalarImpl<int4, double, double4Compat>}
},
{
{0 /*addScalarImpl<float, float, uchar>*/, 0 /*addScalarImpl<float2, float, uchar2>*/, 0 /*addScalarImpl<float3, float, uchar3>*/, 0 /*addScalarImpl<float4, float, uchar4>*/},
@@ -150,7 +152,7 @@ void addScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{0 /*addScalarImpl<float, float, short>*/, 0 /*addScalarImpl<float2, float, short2>*/, 0 /*addScalarImpl<float3, float, short3>*/, 0 /*addScalarImpl<float4, float, short4>*/},
{0 /*addScalarImpl<float, float, int>*/, 0 /*addScalarImpl<float2, float, int2>*/, 0 /*addScalarImpl<float3, float, int3>*/, 0 /*addScalarImpl<float4, float, int4>*/},
{addScalarImpl<float, float, float>, addScalarImpl<float2, float, float2>, addScalarImpl<float3, float, float3>, addScalarImpl<float4, float, float4>},
{addScalarImpl<float, double, double>, addScalarImpl<float2, double, double2>, addScalarImpl<float3, double, double3>, addScalarImpl<float4, double, double4>}
{addScalarImpl<float, double, double>, addScalarImpl<float2, double, double2>, addScalarImpl<float3, double, double3>, addScalarImpl<float4, double, double4Compat>}
},
{
{0 /*addScalarImpl<double, double, uchar>*/, 0 /*addScalarImpl<double2, double, uchar2>*/, 0 /*addScalarImpl<double3, double, uchar3>*/, 0 /*addScalarImpl<double4, double, uchar4>*/},
@@ -159,7 +161,7 @@ void addScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{0 /*addScalarImpl<double, double, short>*/, 0 /*addScalarImpl<double2, double, short2>*/, 0 /*addScalarImpl<double3, double, short3>*/, 0 /*addScalarImpl<double4, double, short4>*/},
{0 /*addScalarImpl<double, double, int>*/, 0 /*addScalarImpl<double2, double, int2>*/, 0 /*addScalarImpl<double3, double, int3>*/, 0 /*addScalarImpl<double4, double, int4>*/},
{0 /*addScalarImpl<double, double, float>*/, 0 /*addScalarImpl<double2, double, float2>*/, 0 /*addScalarImpl<double3, double, float3>*/, 0 /*addScalarImpl<double4, double, float4>*/},
{addScalarImpl<double, double, double>, addScalarImpl<double2, double, double2>, addScalarImpl<double3, double, double3>, addScalarImpl<double4, double, double4>}
{addScalarImpl<double, double, double>, addScalarImpl<double2, double, double2>, addScalarImpl<double3, double, double3>, addScalarImpl<double4Compat, double, double4Compat>}
}
};

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@@ -49,6 +49,7 @@
#else
#include "opencv2/cudev.hpp"
#include "opencv2/core/cuda/cuda_compat.hpp"
using namespace cv::cudev;
@@ -56,6 +57,7 @@ void divScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
namespace
{
using cv::cuda::device::compat::double4Compat;
template <typename T, int cn> struct SafeDiv;
template <typename T> struct SafeDiv<T, 1>
{
@@ -170,7 +172,7 @@ void divScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{divScalarImpl<uchar, float, short>, divScalarImpl<uchar2, float, short2>, divScalarImpl<uchar3, float, short3>, divScalarImpl<uchar4, float, short4>},
{divScalarImpl<uchar, float, int>, divScalarImpl<uchar2, float, int2>, divScalarImpl<uchar3, float, int3>, divScalarImpl<uchar4, float, int4>},
{divScalarImpl<uchar, float, float>, divScalarImpl<uchar2, float, float2>, divScalarImpl<uchar3, float, float3>, divScalarImpl<uchar4, float, float4>},
{divScalarImpl<uchar, double, double>, divScalarImpl<uchar2, double, double2>, divScalarImpl<uchar3, double, double3>, divScalarImpl<uchar4, double, double4>}
{divScalarImpl<uchar, double, double>, divScalarImpl<uchar2, double, double2>, divScalarImpl<uchar3, double, double3>, divScalarImpl<uchar4, double, double4Compat>}
},
{
{divScalarImpl<schar, float, uchar>, divScalarImpl<char2, float, uchar2>, divScalarImpl<char3, float, uchar3>, divScalarImpl<char4, float, uchar4>},
@@ -179,7 +181,7 @@ void divScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{divScalarImpl<schar, float, short>, divScalarImpl<char2, float, short2>, divScalarImpl<char3, float, short3>, divScalarImpl<char4, float, short4>},
{divScalarImpl<schar, float, int>, divScalarImpl<char2, float, int2>, divScalarImpl<char3, float, int3>, divScalarImpl<char4, float, int4>},
{divScalarImpl<schar, float, float>, divScalarImpl<char2, float, float2>, divScalarImpl<char3, float, float3>, divScalarImpl<char4, float, float4>},
{divScalarImpl<schar, double, double>, divScalarImpl<char2, double, double2>, divScalarImpl<char3, double, double3>, divScalarImpl<char4, double, double4>}
{divScalarImpl<schar, double, double>, divScalarImpl<char2, double, double2>, divScalarImpl<char3, double, double3>, divScalarImpl<char4, double, double4Compat>}
},
{
{0 /*divScalarImpl<ushort, float, uchar>*/, 0 /*divScalarImpl<ushort2, float, uchar2>*/, 0 /*divScalarImpl<ushort3, float, uchar3>*/, 0 /*divScalarImpl<ushort4, float, uchar4>*/},
@@ -188,7 +190,7 @@ void divScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{divScalarImpl<ushort, float, short>, divScalarImpl<ushort2, float, short2>, divScalarImpl<ushort3, float, short3>, divScalarImpl<ushort4, float, short4>},
{divScalarImpl<ushort, float, int>, divScalarImpl<ushort2, float, int2>, divScalarImpl<ushort3, float, int3>, divScalarImpl<ushort4, float, int4>},
{divScalarImpl<ushort, float, float>, divScalarImpl<ushort2, float, float2>, divScalarImpl<ushort3, float, float3>, divScalarImpl<ushort4, float, float4>},
{divScalarImpl<ushort, double, double>, divScalarImpl<ushort2, double, double2>, divScalarImpl<ushort3, double, double3>, divScalarImpl<ushort4, double, double4>}
{divScalarImpl<ushort, double, double>, divScalarImpl<ushort2, double, double2>, divScalarImpl<ushort3, double, double3>, divScalarImpl<ushort4, double, double4Compat>}
},
{
{0 /*divScalarImpl<short, float, uchar>*/, 0 /*divScalarImpl<short2, float, uchar2>*/, 0 /*divScalarImpl<short3, float, uchar3>*/, 0 /*divScalarImpl<short4, float, uchar4>*/},
@@ -197,7 +199,7 @@ void divScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{divScalarImpl<short, float, short>, divScalarImpl<short2, float, short2>, divScalarImpl<short3, float, short3>, divScalarImpl<short4, float, short4>},
{divScalarImpl<short, float, int>, divScalarImpl<short2, float, int2>, divScalarImpl<short3, float, int3>, divScalarImpl<short4, float, int4>},
{divScalarImpl<short, float, float>, divScalarImpl<short2, float, float2>, divScalarImpl<short3, float, float3>, divScalarImpl<short4, float, float4>},
{divScalarImpl<short, double, double>, divScalarImpl<short2, double, double2>, divScalarImpl<short3, double, double3>, divScalarImpl<short4, double, double4>}
{divScalarImpl<short, double, double>, divScalarImpl<short2, double, double2>, divScalarImpl<short3, double, double3>, divScalarImpl<short4, double, double4Compat>}
},
{
{0 /*divScalarImpl<int, float, uchar>*/, 0 /*divScalarImpl<int2, float, uchar2>*/, 0 /*divScalarImpl<int3, float, uchar3>*/, 0 /*divScalarImpl<int4, float, uchar4>*/},
@@ -206,7 +208,7 @@ void divScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{0 /*divScalarImpl<int, float, short>*/, 0 /*divScalarImpl<int2, float, short2>*/, 0 /*divScalarImpl<int3, float, short3>*/, 0 /*divScalarImpl<int4, float, short4>*/},
{divScalarImpl<int, float, int>, divScalarImpl<int2, float, int2>, divScalarImpl<int3, float, int3>, divScalarImpl<int4, float, int4>},
{divScalarImpl<int, float, float>, divScalarImpl<int2, float, float2>, divScalarImpl<int3, float, float3>, divScalarImpl<int4, float, float4>},
{divScalarImpl<int, double, double>, divScalarImpl<int2, double, double2>, divScalarImpl<int3, double, double3>, divScalarImpl<int4, double, double4>}
{divScalarImpl<int, double, double>, divScalarImpl<int2, double, double2>, divScalarImpl<int3, double, double3>, divScalarImpl<int4, double, double4Compat>}
},
{
{0 /*divScalarImpl<float, float, uchar>*/, 0 /*divScalarImpl<float2, float, uchar2>*/, 0 /*divScalarImpl<float3, float, uchar3>*/, 0 /*divScalarImpl<float4, float, uchar4>*/},
@@ -215,7 +217,7 @@ void divScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{0 /*divScalarImpl<float, float, short>*/, 0 /*divScalarImpl<float2, float, short2>*/, 0 /*divScalarImpl<float3, float, short3>*/, 0 /*divScalarImpl<float4, float, short4>*/},
{0 /*divScalarImpl<float, float, int>*/, 0 /*divScalarImpl<float2, float, int2>*/, 0 /*divScalarImpl<float3, float, int3>*/, 0 /*divScalarImpl<float4, float, int4>*/},
{divScalarImpl<float, float, float>, divScalarImpl<float2, float, float2>, divScalarImpl<float3, float, float3>, divScalarImpl<float4, float, float4>},
{divScalarImpl<float, double, double>, divScalarImpl<float2, double, double2>, divScalarImpl<float3, double, double3>, divScalarImpl<float4, double, double4>}
{divScalarImpl<float, double, double>, divScalarImpl<float2, double, double2>, divScalarImpl<float3, double, double3>, divScalarImpl<float4, double, double4Compat>}
},
{
{0 /*divScalarImpl<double, double, uchar>*/, 0 /*divScalarImpl<double2, double, uchar2>*/, 0 /*divScalarImpl<double3, double, uchar3>*/, 0 /*divScalarImpl<double4, double, uchar4>*/},
@@ -224,7 +226,7 @@ void divScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{0 /*divScalarImpl<double, double, short>*/, 0 /*divScalarImpl<double2, double, short2>*/, 0 /*divScalarImpl<double3, double, short3>*/, 0 /*divScalarImpl<double4, double, short4>*/},
{0 /*divScalarImpl<double, double, int>*/, 0 /*divScalarImpl<double2, double, int2>*/, 0 /*divScalarImpl<double3, double, int3>*/, 0 /*divScalarImpl<double4, double, int4>*/},
{0 /*divScalarImpl<double, double, float>*/, 0 /*divScalarImpl<double2, double, float2>*/, 0 /*divScalarImpl<double3, double, float3>*/, 0 /*divScalarImpl<double4, double, float4>*/},
{divScalarImpl<double, double, double>, divScalarImpl<double2, double, double2>, divScalarImpl<double3, double, double3>, divScalarImpl<double4, double, double4>}
{divScalarImpl<double, double, double>, divScalarImpl<double2, double, double2>, divScalarImpl<double3, double, double3>, divScalarImpl<double4Compat, double, double4Compat>}
}
};

View File

@@ -49,6 +49,7 @@
#else
#include "opencv2/cudev.hpp"
#include "opencv2/core/cuda/cuda_compat.hpp"
using namespace cv::cudev;
@@ -56,6 +57,7 @@ void mulScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
namespace
{
using cv::cuda::device::compat::double4Compat;
template <typename SrcType, typename ScalarType, typename DstType> struct MulScalarOp : unary_function<SrcType, DstType>
{
ScalarType val;
@@ -102,7 +104,7 @@ void mulScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{mulScalarImpl<uchar, float, short>, mulScalarImpl<uchar2, float, short2>, mulScalarImpl<uchar3, float, short3>, mulScalarImpl<uchar4, float, short4>},
{mulScalarImpl<uchar, float, int>, mulScalarImpl<uchar2, float, int2>, mulScalarImpl<uchar3, float, int3>, mulScalarImpl<uchar4, float, int4>},
{mulScalarImpl<uchar, float, float>, mulScalarImpl<uchar2, float, float2>, mulScalarImpl<uchar3, float, float3>, mulScalarImpl<uchar4, float, float4>},
{mulScalarImpl<uchar, double, double>, mulScalarImpl<uchar2, double, double2>, mulScalarImpl<uchar3, double, double3>, mulScalarImpl<uchar4, double, double4>}
{mulScalarImpl<uchar, double, double>, mulScalarImpl<uchar2, double, double2>, mulScalarImpl<uchar3, double, double3>, mulScalarImpl<uchar4, double, double4Compat>}
},
{
{mulScalarImpl<schar, float, uchar>, mulScalarImpl<char2, float, uchar2>, mulScalarImpl<char3, float, uchar3>, mulScalarImpl<char4, float, uchar4>},
@@ -111,7 +113,7 @@ void mulScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{mulScalarImpl<schar, float, short>, mulScalarImpl<char2, float, short2>, mulScalarImpl<char3, float, short3>, mulScalarImpl<char4, float, short4>},
{mulScalarImpl<schar, float, int>, mulScalarImpl<char2, float, int2>, mulScalarImpl<char3, float, int3>, mulScalarImpl<char4, float, int4>},
{mulScalarImpl<schar, float, float>, mulScalarImpl<char2, float, float2>, mulScalarImpl<char3, float, float3>, mulScalarImpl<char4, float, float4>},
{mulScalarImpl<schar, double, double>, mulScalarImpl<char2, double, double2>, mulScalarImpl<char3, double, double3>, mulScalarImpl<char4, double, double4>}
{mulScalarImpl<schar, double, double>, mulScalarImpl<char2, double, double2>, mulScalarImpl<char3, double, double3>, mulScalarImpl<char4, double, double4Compat>}
},
{
{0 /*mulScalarImpl<ushort, float, uchar>*/, 0 /*mulScalarImpl<ushort2, float, uchar2>*/, 0 /*mulScalarImpl<ushort3, float, uchar3>*/, 0 /*mulScalarImpl<ushort4, float, uchar4>*/},
@@ -120,7 +122,7 @@ void mulScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{mulScalarImpl<ushort, float, short>, mulScalarImpl<ushort2, float, short2>, mulScalarImpl<ushort3, float, short3>, mulScalarImpl<ushort4, float, short4>},
{mulScalarImpl<ushort, float, int>, mulScalarImpl<ushort2, float, int2>, mulScalarImpl<ushort3, float, int3>, mulScalarImpl<ushort4, float, int4>},
{mulScalarImpl<ushort, float, float>, mulScalarImpl<ushort2, float, float2>, mulScalarImpl<ushort3, float, float3>, mulScalarImpl<ushort4, float, float4>},
{mulScalarImpl<ushort, double, double>, mulScalarImpl<ushort2, double, double2>, mulScalarImpl<ushort3, double, double3>, mulScalarImpl<ushort4, double, double4>}
{mulScalarImpl<ushort, double, double>, mulScalarImpl<ushort2, double, double2>, mulScalarImpl<ushort3, double, double3>, mulScalarImpl<ushort4, double, double4Compat>}
},
{
{0 /*mulScalarImpl<short, float, uchar>*/, 0 /*mulScalarImpl<short2, float, uchar2>*/, 0 /*mulScalarImpl<short3, float, uchar3>*/, 0 /*mulScalarImpl<short4, float, uchar4>*/},
@@ -129,7 +131,7 @@ void mulScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{mulScalarImpl<short, float, short>, mulScalarImpl<short2, float, short2>, mulScalarImpl<short3, float, short3>, mulScalarImpl<short4, float, short4>},
{mulScalarImpl<short, float, int>, mulScalarImpl<short2, float, int2>, mulScalarImpl<short3, float, int3>, mulScalarImpl<short4, float, int4>},
{mulScalarImpl<short, float, float>, mulScalarImpl<short2, float, float2>, mulScalarImpl<short3, float, float3>, mulScalarImpl<short4, float, float4>},
{mulScalarImpl<short, double, double>, mulScalarImpl<short2, double, double2>, mulScalarImpl<short3, double, double3>, mulScalarImpl<short4, double, double4>}
{mulScalarImpl<short, double, double>, mulScalarImpl<short2, double, double2>, mulScalarImpl<short3, double, double3>, mulScalarImpl<short4, double, double4Compat>}
},
{
{0 /*mulScalarImpl<int, float, uchar>*/, 0 /*mulScalarImpl<int2, float, uchar2>*/, 0 /*mulScalarImpl<int3, float, uchar3>*/, 0 /*mulScalarImpl<int4, float, uchar4>*/},
@@ -138,7 +140,7 @@ void mulScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{0 /*mulScalarImpl<int, float, short>*/, 0 /*mulScalarImpl<int2, float, short2>*/, 0 /*mulScalarImpl<int3, float, short3>*/, 0 /*mulScalarImpl<int4, float, short4>*/},
{mulScalarImpl<int, float, int>, mulScalarImpl<int2, float, int2>, mulScalarImpl<int3, float, int3>, mulScalarImpl<int4, float, int4>},
{mulScalarImpl<int, float, float>, mulScalarImpl<int2, float, float2>, mulScalarImpl<int3, float, float3>, mulScalarImpl<int4, float, float4>},
{mulScalarImpl<int, double, double>, mulScalarImpl<int2, double, double2>, mulScalarImpl<int3, double, double3>, mulScalarImpl<int4, double, double4>}
{mulScalarImpl<int, double, double>, mulScalarImpl<int2, double, double2>, mulScalarImpl<int3, double, double3>, mulScalarImpl<int4, double, double4Compat>}
},
{
{0 /*mulScalarImpl<float, float, uchar>*/, 0 /*mulScalarImpl<float2, float, uchar2>*/, 0 /*mulScalarImpl<float3, float, uchar3>*/, 0 /*mulScalarImpl<float4, float, uchar4>*/},
@@ -147,7 +149,7 @@ void mulScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{0 /*mulScalarImpl<float, float, short>*/, 0 /*mulScalarImpl<float2, float, short2>*/, 0 /*mulScalarImpl<float3, float, short3>*/, 0 /*mulScalarImpl<float4, float, short4>*/},
{0 /*mulScalarImpl<float, float, int>*/, 0 /*mulScalarImpl<float2, float, int2>*/, 0 /*mulScalarImpl<float3, float, int3>*/, 0 /*mulScalarImpl<float4, float, int4>*/},
{mulScalarImpl<float, float, float>, mulScalarImpl<float2, float, float2>, mulScalarImpl<float3, float, float3>, mulScalarImpl<float4, float, float4>},
{mulScalarImpl<float, double, double>, mulScalarImpl<float2, double, double2>, mulScalarImpl<float3, double, double3>, mulScalarImpl<float4, double, double4>}
{mulScalarImpl<float, double, double>, mulScalarImpl<float2, double, double2>, mulScalarImpl<float3, double, double3>, mulScalarImpl<float4, double, double4Compat>}
},
{
{0 /*mulScalarImpl<double, double, uchar>*/, 0 /*mulScalarImpl<double2, double, uchar2>*/, 0 /*mulScalarImpl<double3, double, uchar3>*/, 0 /*mulScalarImpl<double4, double, uchar4>*/},
@@ -156,7 +158,7 @@ void mulScalar(const GpuMat& src, cv::Scalar val, bool, GpuMat& dst, const GpuMa
{0 /*mulScalarImpl<double, double, short>*/, 0 /*mulScalarImpl<double2, double, short2>*/, 0 /*mulScalarImpl<double3, double, short3>*/, 0 /*mulScalarImpl<double4, double, short4>*/},
{0 /*mulScalarImpl<double, double, int>*/, 0 /*mulScalarImpl<double2, double, int2>*/, 0 /*mulScalarImpl<double3, double, int3>*/, 0 /*mulScalarImpl<double4, double, int4>*/},
{0 /*mulScalarImpl<double, double, float>*/, 0 /*mulScalarImpl<double2, double, float2>*/, 0 /*mulScalarImpl<double3, double, float3>*/, 0 /*mulScalarImpl<double4, double, float4>*/},
{mulScalarImpl<double, double, double>, mulScalarImpl<double2, double, double2>, mulScalarImpl<double3, double, double3>, mulScalarImpl<double4, double, double4>}
{mulScalarImpl<double, double, double>, mulScalarImpl<double2, double, double2>, mulScalarImpl<double3, double, double3>, mulScalarImpl<double4Compat, double, double4Compat>}
}
};

View File

@@ -49,6 +49,7 @@
#else
#include "opencv2/cudev.hpp"
#include "opencv2/core/cuda/cuda_compat.hpp"
using namespace cv::cudev;
@@ -56,6 +57,8 @@ void subScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
namespace
{
using cv::cuda::device::compat::double4Compat;
template <typename SrcType, typename ScalarType, typename DstType> struct SubScalarOp : unary_function<SrcType, DstType>
{
ScalarType val;
@@ -128,7 +131,7 @@ void subScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{subScalarImpl<uchar, float, short>, subScalarImpl<uchar2, float, short2>, subScalarImpl<uchar3, float, short3>, subScalarImpl<uchar4, float, short4>},
{subScalarImpl<uchar, float, int>, subScalarImpl<uchar2, float, int2>, subScalarImpl<uchar3, float, int3>, subScalarImpl<uchar4, float, int4>},
{subScalarImpl<uchar, float, float>, subScalarImpl<uchar2, float, float2>, subScalarImpl<uchar3, float, float3>, subScalarImpl<uchar4, float, float4>},
{subScalarImpl<uchar, double, double>, subScalarImpl<uchar2, double, double2>, subScalarImpl<uchar3, double, double3>, subScalarImpl<uchar4, double, double4>}
{subScalarImpl<uchar, double, double>, subScalarImpl<uchar2, double, double2>, subScalarImpl<uchar3, double, double3>, subScalarImpl<uchar4, double, double4Compat>}
},
{
{subScalarImpl<schar, float, uchar>, subScalarImpl<char2, float, uchar2>, subScalarImpl<char3, float, uchar3>, subScalarImpl<char4, float, uchar4>},
@@ -137,7 +140,7 @@ void subScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{subScalarImpl<schar, float, short>, subScalarImpl<char2, float, short2>, subScalarImpl<char3, float, short3>, subScalarImpl<char4, float, short4>},
{subScalarImpl<schar, float, int>, subScalarImpl<char2, float, int2>, subScalarImpl<char3, float, int3>, subScalarImpl<char4, float, int4>},
{subScalarImpl<schar, float, float>, subScalarImpl<char2, float, float2>, subScalarImpl<char3, float, float3>, subScalarImpl<char4, float, float4>},
{subScalarImpl<schar, double, double>, subScalarImpl<char2, double, double2>, subScalarImpl<char3, double, double3>, subScalarImpl<char4, double, double4>}
{subScalarImpl<schar, double, double>, subScalarImpl<char2, double, double2>, subScalarImpl<char3, double, double3>, subScalarImpl<char4, double, double4Compat>}
},
{
{0 /*subScalarImpl<ushort, float, uchar>*/, 0 /*subScalarImpl<ushort2, float, uchar2>*/, 0 /*subScalarImpl<ushort3, float, uchar3>*/, 0 /*subScalarImpl<ushort4, float, uchar4>*/},
@@ -146,7 +149,7 @@ void subScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{subScalarImpl<ushort, float, short>, subScalarImpl<ushort2, float, short2>, subScalarImpl<ushort3, float, short3>, subScalarImpl<ushort4, float, short4>},
{subScalarImpl<ushort, float, int>, subScalarImpl<ushort2, float, int2>, subScalarImpl<ushort3, float, int3>, subScalarImpl<ushort4, float, int4>},
{subScalarImpl<ushort, float, float>, subScalarImpl<ushort2, float, float2>, subScalarImpl<ushort3, float, float3>, subScalarImpl<ushort4, float, float4>},
{subScalarImpl<ushort, double, double>, subScalarImpl<ushort2, double, double2>, subScalarImpl<ushort3, double, double3>, subScalarImpl<ushort4, double, double4>}
{subScalarImpl<ushort, double, double>, subScalarImpl<ushort2, double, double2>, subScalarImpl<ushort3, double, double3>, subScalarImpl<ushort4, double, double4Compat>}
},
{
{0 /*subScalarImpl<short, float, uchar>*/, 0 /*subScalarImpl<short2, float, uchar2>*/, 0 /*subScalarImpl<short3, float, uchar3>*/, 0 /*subScalarImpl<short4, float, uchar4>*/},
@@ -155,7 +158,7 @@ void subScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{subScalarImpl<short, float, short>, subScalarImpl<short2, float, short2>, subScalarImpl<short3, float, short3>, subScalarImpl<short4, float, short4>},
{subScalarImpl<short, float, int>, subScalarImpl<short2, float, int2>, subScalarImpl<short3, float, int3>, subScalarImpl<short4, float, int4>},
{subScalarImpl<short, float, float>, subScalarImpl<short2, float, float2>, subScalarImpl<short3, float, float3>, subScalarImpl<short4, float, float4>},
{subScalarImpl<short, double, double>, subScalarImpl<short2, double, double2>, subScalarImpl<short3, double, double3>, subScalarImpl<short4, double, double4>}
{subScalarImpl<short, double, double>, subScalarImpl<short2, double, double2>, subScalarImpl<short3, double, double3>, subScalarImpl<short4, double, double4Compat>}
},
{
{0 /*subScalarImpl<int, float, uchar>*/, 0 /*subScalarImpl<int2, float, uchar2>*/, 0 /*subScalarImpl<int3, float, uchar3>*/, 0 /*subScalarImpl<int4, float, uchar4>*/},
@@ -164,7 +167,7 @@ void subScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{0 /*subScalarImpl<int, float, short>*/, 0 /*subScalarImpl<int2, float, short2>*/, 0 /*subScalarImpl<int3, float, short3>*/, 0 /*subScalarImpl<int4, float, short4>*/},
{subScalarImpl<int, float, int>, subScalarImpl<int2, float, int2>, subScalarImpl<int3, float, int3>, subScalarImpl<int4, float, int4>},
{subScalarImpl<int, float, float>, subScalarImpl<int2, float, float2>, subScalarImpl<int3, float, float3>, subScalarImpl<int4, float, float4>},
{subScalarImpl<int, double, double>, subScalarImpl<int2, double, double2>, subScalarImpl<int3, double, double3>, subScalarImpl<int4, double, double4>}
{subScalarImpl<int, double, double>, subScalarImpl<int2, double, double2>, subScalarImpl<int3, double, double3>, subScalarImpl<int4, double, double4Compat>}
},
{
{0 /*subScalarImpl<float, float, uchar>*/, 0 /*subScalarImpl<float2, float, uchar2>*/, 0 /*subScalarImpl<float3, float, uchar3>*/, 0 /*subScalarImpl<float4, float, uchar4>*/},
@@ -173,7 +176,7 @@ void subScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{0 /*subScalarImpl<float, float, short>*/, 0 /*subScalarImpl<float2, float, short2>*/, 0 /*subScalarImpl<float3, float, short3>*/, 0 /*subScalarImpl<float4, float, short4>*/},
{0 /*subScalarImpl<float, float, int>*/, 0 /*subScalarImpl<float2, float, int2>*/, 0 /*subScalarImpl<float3, float, int3>*/, 0 /*subScalarImpl<float4, float, int4>*/},
{subScalarImpl<float, float, float>, subScalarImpl<float2, float, float2>, subScalarImpl<float3, float, float3>, subScalarImpl<float4, float, float4>},
{subScalarImpl<float, double, double>, subScalarImpl<float2, double, double2>, subScalarImpl<float3, double, double3>, subScalarImpl<float4, double, double4>}
{subScalarImpl<float, double, double>, subScalarImpl<float2, double, double2>, subScalarImpl<float3, double, double3>, subScalarImpl<float4, double, double4Compat>}
},
{
{0 /*subScalarImpl<double, double, uchar>*/, 0 /*subScalarImpl<double2, double, uchar2>*/, 0 /*subScalarImpl<double3, double, uchar3>*/, 0 /*subScalarImpl<double4, double, uchar4>*/},
@@ -182,7 +185,7 @@ void subScalar(const GpuMat& src, cv::Scalar val, bool inv, GpuMat& dst, const G
{0 /*subScalarImpl<double, double, short>*/, 0 /*subScalarImpl<double2, double, short2>*/, 0 /*subScalarImpl<double3, double, short3>*/, 0 /*subScalarImpl<double4, double, short4>*/},
{0 /*subScalarImpl<double, double, int>*/, 0 /*subScalarImpl<double2, double, int2>*/, 0 /*subScalarImpl<double3, double, int3>*/, 0 /*subScalarImpl<double4, double, int4>*/},
{0 /*subScalarImpl<double, double, float>*/, 0 /*subScalarImpl<double2, double, float2>*/, 0 /*subScalarImpl<double3, double, float3>*/, 0 /*subScalarImpl<double4, double, float4>*/},
{subScalarImpl<double, double, double>, subScalarImpl<double2, double, double2>, subScalarImpl<double3, double, double3>, subScalarImpl<double4, double, double4>}
{subScalarImpl<double, double, double>, subScalarImpl<double2, double, double2>, subScalarImpl<double3, double, double3>, subScalarImpl<double4Compat, double, double4Compat>}
}
};

View File

@@ -46,6 +46,9 @@
#include <limits.h>
#include <float.h>
#include "opencv2/cudalegacy/NCV.hpp"
#include "opencv2/core/cuda/cuda_compat.hpp"
using cv::cuda::device::compat::double4Compat;
using cv::cuda::device::compat::make_double4_compat;
template<typename TBase> inline __host__ __device__ TBase _pixMaxVal();
template<> inline __host__ __device__ Ncv8u _pixMaxVal<Ncv8u>() {return UCHAR_MAX;}
@@ -101,7 +104,7 @@ template<> struct TConvBase2Vec<Ncv32f, 3> {typedef float3 TVec;};
template<> struct TConvBase2Vec<Ncv32f, 4> {typedef float4 TVec;};
template<> struct TConvBase2Vec<Ncv64f, 1> {typedef double1 TVec;};
template<> struct TConvBase2Vec<Ncv64f, 3> {typedef double3 TVec;};
template<> struct TConvBase2Vec<Ncv64f, 4> {typedef double4 TVec;};
template<> struct TConvBase2Vec<Ncv64f, 4> {typedef double4Compat TVec;};
//TODO: consider using CUDA intrinsics to avoid branching
template<typename Tin> inline __host__ __device__ void _TDemoteClampZ(Tin &a, Ncv8u &out) {out = (Ncv8u)CLAMP_0_255(a);}
@@ -130,7 +133,7 @@ template<> inline __host__ __device__ float3 _pixMakeZero<float3>() {return make
template<> inline __host__ __device__ float4 _pixMakeZero<float4>() {return make_float4(0.f,0.f,0.f,0.f);}
template<> inline __host__ __device__ double1 _pixMakeZero<double1>() {return make_double1(0.);}
template<> inline __host__ __device__ double3 _pixMakeZero<double3>() {return make_double3(0.,0.,0.);}
template<> inline __host__ __device__ double4 _pixMakeZero<double4>() {return make_double4(0.,0.,0.,0.);}
template<> inline __host__ __device__ double4Compat _pixMakeZero<double4Compat>() {return make_double4_compat(0.,0.,0.,0.);}
static inline __host__ __device__ uchar1 _pixMake(Ncv8u x) {return make_uchar1(x);}
static inline __host__ __device__ uchar3 _pixMake(Ncv8u x, Ncv8u y, Ncv8u z) {return make_uchar3(x,y,z);}
@@ -146,7 +149,7 @@ static inline __host__ __device__ float3 _pixMake(Ncv32f x, Ncv32f y, Ncv32f z)
static inline __host__ __device__ float4 _pixMake(Ncv32f x, Ncv32f y, Ncv32f z, Ncv32f w) {return make_float4(x,y,z,w);}
static inline __host__ __device__ double1 _pixMake(Ncv64f x) {return make_double1(x);}
static inline __host__ __device__ double3 _pixMake(Ncv64f x, Ncv64f y, Ncv64f z) {return make_double3(x,y,z);}
static inline __host__ __device__ double4 _pixMake(Ncv64f x, Ncv64f y, Ncv64f z, Ncv64f w) {return make_double4(x,y,z,w);}
static inline __host__ __device__ double4Compat _pixMake(Ncv64f x, Ncv64f y, Ncv64f z, Ncv64f w) {return make_double4_compat(x,y,z,w);}
template<typename Tin, typename Tout, Ncv32u CN> struct __pixDemoteClampZ_CN {static __host__ __device__ Tout _pixDemoteClampZ_CN(Tin &pix);};
@@ -329,13 +332,13 @@ template<typename Tin, typename Tout> static __host__ __device__ Tout _pixDist(T
template <typename T> struct TAccPixWeighted;
template<> struct TAccPixWeighted<uchar1> {typedef double1 type;};
template<> struct TAccPixWeighted<uchar3> {typedef double3 type;};
template<> struct TAccPixWeighted<uchar4> {typedef double4 type;};
template<> struct TAccPixWeighted<uchar4> {typedef double4Compat type;};
template<> struct TAccPixWeighted<ushort1> {typedef double1 type;};
template<> struct TAccPixWeighted<ushort3> {typedef double3 type;};
template<> struct TAccPixWeighted<ushort4> {typedef double4 type;};
template<> struct TAccPixWeighted<ushort4> {typedef double4Compat type;};
template<> struct TAccPixWeighted<float1> {typedef double1 type;};
template<> struct TAccPixWeighted<float3> {typedef double3 type;};
template<> struct TAccPixWeighted<float4> {typedef double4 type;};
template<> struct TAccPixWeighted<float4> {typedef double4Compat type;};
template<typename Tfrom> struct TAccPixDist {};
template<> struct TAccPixDist<uchar1> {typedef Ncv32u type;};

View File

@@ -129,10 +129,10 @@ static __host__ __device__ float4 _average4_CN(const float4 &p00, const float4 &
return out;
}};
template<> struct __average4_CN<double4, 4> {
static __host__ __device__ double4 _average4_CN(const double4 &p00, const double4 &p01, const double4 &p10, const double4 &p11)
template<> struct __average4_CN<double4Compat, 4> {
static __host__ __device__ double4Compat _average4_CN(const double4Compat&p00, const double4Compat&p01, const double4Compat&p10, const double4Compat&p11)
{
double4 out;
double4Compat out;
out.x = (p00.x + p01.x + p10.x + p11.x) / 4;
out.y = (p00.y + p01.y + p10.y + p11.y) / 4;
out.z = (p00.z + p01.z + p10.z + p11.z) / 4;

View File

@@ -47,11 +47,14 @@
#define OPENCV_CUDEV_UTIL_TYPE_TRAITS_DETAIL_HPP
#include "../../common.hpp"
#include "opencv2/core/cuda/cuda_compat.hpp"
namespace cv { namespace cudev {
namespace type_traits_detail
{
using cv::cuda::device::compat::double4;
template <typename T> struct IsSignedIntergral { enum {value = 0}; };
template <> struct IsSignedIntergral<schar> { enum {value = 1}; };
template <> struct IsSignedIntergral<short> { enum {value = 1}; };

View File

@@ -48,9 +48,12 @@
#include "vec_traits.hpp"
#include "saturate_cast.hpp"
#include "opencv2/core/cuda/cuda_compat.hpp"
namespace cv { namespace cudev {
using cv::cuda::device::compat::double4;
//! @addtogroup cudev
//! @{

View File

@@ -47,8 +47,14 @@
#define OPENCV_CUDEV_UTIL_VEC_TRAITS_HPP
#include "../common.hpp"
#include "opencv2/core/cuda/cuda_compat.hpp"
namespace cv { namespace cudev {
namespace cv {
using cv::cuda::device::compat::double4;
using cv::cuda::device::compat::make_double4;
namespace cudev {
//! @addtogroup cudev
//! @{

View File

@@ -1796,7 +1796,7 @@ contains a 0-based cluster index for the \f$i^{th}\f$ sample.
@note
- Function textual ID is "org.opencv.core.kmeansND"
- In case of an N-dimentional points' set given, input GMat can have the following traits:
- In case of an N-dimensional points' set given, input GMat can have the following traits:
2 dimensions, a single row or column if there are N channels,
or N columns if there is a single channel. Mat should have @ref CV_32F depth.
- Although, if GMat with height != 1, width != 1, channels != 1 given as data, n-dimensional
@@ -1806,7 +1806,7 @@ samples are considered given in amount of A, where A = height, n = width * chann
width = 1, height = A, where A is samples amount, or width = bestLabels.width,
height = bestLabels.height if bestLabels given;
- the cluster centers are returned as 1-channel GMat with sizes
width = n, height = K, where n is samples' dimentionality and K is clusters' amount.
width = n, height = K, where n is samples' dimensionality and K is clusters' amount.
- As one of possible usages, if you want to control the initial labels for each attempt
by yourself, you can utilize just the core of the function. To do that, set the number
of attempts to 1, initialize labels each time using a custom algorithm, pass them with the
@@ -1814,7 +1814,7 @@ of attempts to 1, initialize labels each time using a custom algorithm, pass the
@param data Data for clustering. An array of N-Dimensional points with float coordinates is needed.
Function can take GArray<Point2f>, GArray<Point3f> for 2D and 3D cases or GMat for any
dimentionality and channels.
dimensionality and channels.
@param K Number of clusters to split the set by.
@param bestLabels Optional input integer array that can store the supposed initial cluster indices
for every sample. Used when ( flags = #KMEANS_USE_INITIAL_LABELS ) flag is set.

View File

@@ -1668,9 +1668,16 @@ public:
Size sz(cvRound(img.cols/scale), cvRound(img.rows/scale));
Mat smallerImg(sz, img.type(), smallerImgBuf.ptr());
if( sz == img.size() )
{
smallerImg = Mat(sz, img.type(), img.data, img.step);
}
else
resize(img, smallerImg, sz, 0, 0, INTER_LINEAR_EXACT);
{
if(getDefaultAlgorithmHint() == ALGO_HINT_APPROX)
resize(img, smallerImg, sz, 0, 0, INTER_LINEAR);
else
resize(img, smallerImg, sz, 0, 0, INTER_LINEAR_EXACT);
}
hog->detect(smallerImg, locations, hitsWeights, hitThreshold, winStride, padding);
Size scaledWinSize = Size(cvRound(hog->winSize.width*scale), cvRound(hog->winSize.height*scale));