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443 lines
14 KiB
443 lines
14 KiB
Per-element Operations |
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======================= |
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.. highlight:: cpp |
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gpu::add |
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------------ |
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Computes a matrix-matrix or matrix-scalar sum. |
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.. ocv:function:: void gpu::add( const GpuMat& a, const GpuMat& b, GpuMat& c, const GpuMat& mask=GpuMat(), int dtype=-1, Stream& stream=Stream::Null() ) |
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.. ocv:function:: void gpu::add( const GpuMat& a, const Scalar& sc, GpuMat& c, const GpuMat& mask=GpuMat(), int dtype=-1, Stream& stream=Stream::Null() ) |
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:param a: First source matrix. |
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:param b: Second source matrix to be added to ``a`` . Matrix should have the same size and type as ``a`` . |
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:param sc: A scalar to be added to ``a`` . |
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:param c: Destination matrix that has the same size and number of channels as the input array(s). The depth is defined by ``dtype`` or ``a`` depth. |
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:param mask: Optional operation mask, 8-bit single channel array, that specifies elements of the destination array to be changed. |
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:param dtype: Optional depth of the output array. |
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:param stream: Stream for the asynchronous version. |
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.. seealso:: :ocv:func:`add` |
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gpu::subtract |
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----------------- |
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Computes a matrix-matrix or matrix-scalar difference. |
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.. ocv:function:: void gpu::subtract( const GpuMat& a, const GpuMat& b, GpuMat& c, const GpuMat& mask=GpuMat(), int dtype=-1, Stream& stream=Stream::Null() ) |
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.. ocv:function:: void gpu::subtract( const GpuMat& a, const Scalar& sc, GpuMat& c, const GpuMat& mask=GpuMat(), int dtype=-1, Stream& stream=Stream::Null() ) |
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:param a: First source matrix. |
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:param b: Second source matrix to be added to ``a`` . Matrix should have the same size and type as ``a`` . |
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:param sc: A scalar to be added to ``a`` . |
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:param c: Destination matrix that has the same size and number of channels as the input array(s). The depth is defined by ``dtype`` or ``a`` depth. |
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:param mask: Optional operation mask, 8-bit single channel array, that specifies elements of the destination array to be changed. |
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:param dtype: Optional depth of the output array. |
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:param stream: Stream for the asynchronous version. |
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.. seealso:: :ocv:func:`subtract` |
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gpu::multiply |
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----------------- |
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Computes a matrix-matrix or matrix-scalar per-element product. |
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.. ocv:function:: void gpu::multiply( const GpuMat& a, const GpuMat& b, GpuMat& c, double scale=1, int dtype=-1, Stream& stream=Stream::Null() ) |
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.. ocv:function:: void gpu::multiply( const GpuMat& a, const Scalar& sc, GpuMat& c, double scale=1, int dtype=-1, Stream& stream=Stream::Null() ) |
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:param a: First source matrix. |
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:param b: Second source matrix to be multiplied by ``a`` elements. |
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:param sc: A scalar to be multiplied by ``a`` elements. |
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:param c: Destination matrix that has the same size and number of channels as the input array(s). The depth is defined by ``dtype`` or ``a`` depth. |
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:param scale: Optional scale factor. |
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:param dtype: Optional depth of the output array. |
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:param stream: Stream for the asynchronous version. |
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.. seealso:: :ocv:func:`multiply` |
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gpu::divide |
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----------- |
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Computes a matrix-matrix or matrix-scalar division. |
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.. ocv:function:: void gpu::divide( const GpuMat& a, const GpuMat& b, GpuMat& c, double scale=1, int dtype=-1, Stream& stream=Stream::Null() ) |
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.. ocv:function:: void gpu::divide(const GpuMat& a, const Scalar& sc, GpuMat& c, double scale = 1, int dtype = -1, Stream& stream = Stream::Null()) |
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.. ocv:function:: void gpu::divide( double scale, const GpuMat& b, GpuMat& c, int dtype=-1, Stream& stream=Stream::Null() ) |
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:param a: First source matrix or a scalar. |
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:param b: Second source matrix. The ``a`` elements are divided by it. |
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:param sc: A scalar to be divided by the elements of ``a`` matrix. |
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:param c: Destination matrix that has the same size and number of channels as the input array(s). The depth is defined by ``dtype`` or ``a`` depth. |
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:param scale: Optional scale factor. |
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:param dtype: Optional depth of the output array. |
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:param stream: Stream for the asynchronous version. |
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This function, in contrast to :ocv:func:`divide`, uses a round-down rounding mode. |
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.. seealso:: :ocv:func:`divide` |
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gpu::addWeighted |
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Computes the weighted sum of two arrays. |
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.. ocv:function:: void gpu::addWeighted(const GpuMat& src1, double alpha, const GpuMat& src2, double beta, double gamma, GpuMat& dst, int dtype = -1, Stream& stream = Stream::Null()) |
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:param src1: First source array. |
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:param alpha: Weight for the first array elements. |
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:param src2: Second source array of the same size and channel number as ``src1`` . |
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:param beta: Weight for the second array elements. |
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:param dst: Destination array that has the same size and number of channels as the input arrays. |
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:param gamma: Scalar added to each sum. |
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:param dtype: Optional depth of the destination array. When both input arrays have the same depth, ``dtype`` can be set to ``-1``, which will be equivalent to ``src1.depth()``. |
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:param stream: Stream for the asynchronous version. |
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The function ``addWeighted`` calculates the weighted sum of two arrays as follows: |
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.. math:: |
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\texttt{dst} (I)= \texttt{saturate} ( \texttt{src1} (I)* \texttt{alpha} + \texttt{src2} (I)* \texttt{beta} + \texttt{gamma} ) |
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where ``I`` is a multi-dimensional index of array elements. In case of multi-channel arrays, each channel is processed independently. |
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.. seealso:: :ocv:func:`addWeighted` |
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gpu::abs |
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------------ |
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Computes an absolute value of each matrix element. |
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.. ocv:function:: void gpu::abs(const GpuMat& src, GpuMat& dst, Stream& stream = Stream::Null()) |
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:param src: Source matrix. Supports ``CV_16S`` and ``CV_32F`` depth. |
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:param dst: Destination matrix with the same size and type as ``src`` . |
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:param stream: Stream for the asynchronous version. |
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.. seealso:: :ocv:func:`abs` |
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gpu::sqr |
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Computes a square value of each matrix element. |
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.. ocv:function:: void gpu::sqr(const GpuMat& src, GpuMat& dst, Stream& stream = Stream::Null()) |
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:param src: Source matrix. Supports ``CV_8U`` , ``CV_16U`` , ``CV_16S`` and ``CV_32F`` depth. |
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:param dst: Destination matrix with the same size and type as ``src`` . |
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:param stream: Stream for the asynchronous version. |
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gpu::sqrt |
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Computes a square root of each matrix element. |
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.. ocv:function:: void gpu::sqrt(const GpuMat& src, GpuMat& dst, Stream& stream = Stream::Null()) |
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:param src: Source matrix. Supports ``CV_8U`` , ``CV_16U`` , ``CV_16S`` and ``CV_32F`` depth. |
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:param dst: Destination matrix with the same size and type as ``src`` . |
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:param stream: Stream for the asynchronous version. |
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.. seealso:: :ocv:func:`sqrt` |
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gpu::exp |
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Computes an exponent of each matrix element. |
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.. ocv:function:: void gpu::exp( const GpuMat& a, GpuMat& b, Stream& stream=Stream::Null() ) |
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:param a: Source matrix. Supports ``CV_8U`` , ``CV_16U`` , ``CV_16S`` and ``CV_32F`` depth. |
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:param b: Destination matrix with the same size and type as ``a`` . |
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:param stream: Stream for the asynchronous version. |
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.. seealso:: :ocv:func:`exp` |
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gpu::log |
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Computes a natural logarithm of absolute value of each matrix element. |
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.. ocv:function:: void gpu::log( const GpuMat& a, GpuMat& b, Stream& stream=Stream::Null() ) |
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:param a: Source matrix. Supports ``CV_8U`` , ``CV_16U`` , ``CV_16S`` and ``CV_32F`` depth. |
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:param b: Destination matrix with the same size and type as ``a`` . |
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:param stream: Stream for the asynchronous version. |
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.. seealso:: :ocv:func:`log` |
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gpu::pow |
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Raises every matrix element to a power. |
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.. ocv:function:: void gpu::pow(const GpuMat& src, double power, GpuMat& dst, Stream& stream = Stream::Null()) |
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:param src: Source matrix. Supports all type, except ``CV_64F`` depth. |
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:param power: Exponent of power. |
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:param dst: Destination matrix with the same size and type as ``src`` . |
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:param stream: Stream for the asynchronous version. |
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The function ``pow`` raises every element of the input matrix to ``p`` : |
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.. math:: |
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\texttt{dst} (I) = \fork{\texttt{src}(I)^p}{if \texttt{p} is integer}{|\texttt{src}(I)|^p}{otherwise} |
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.. seealso:: :ocv:func:`pow` |
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gpu::absdiff |
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Computes per-element absolute difference of two matrices (or of a matrix and scalar). |
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.. ocv:function:: void gpu::absdiff( const GpuMat& a, const GpuMat& b, GpuMat& c, Stream& stream=Stream::Null() ) |
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.. ocv:function:: void gpu::absdiff( const GpuMat& a, const Scalar& s, GpuMat& c, Stream& stream=Stream::Null() ) |
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:param a: First source matrix. |
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:param b: Second source matrix to be added to ``a`` . |
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:param s: A scalar to be added to ``a`` . |
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:param c: Destination matrix with the same size and type as ``a`` . |
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:param stream: Stream for the asynchronous version. |
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.. seealso:: :ocv:func:`absdiff` |
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gpu::compare |
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Compares elements of two matrices. |
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.. ocv:function:: void gpu::compare( const GpuMat& a, const GpuMat& b, GpuMat& c, int cmpop, Stream& stream=Stream::Null() ) |
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:param a: First source matrix. |
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:param b: Second source matrix with the same size and type as ``a`` . |
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:param sc: A scalar to be compared with ``a`` . |
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:param c: Destination matrix with the same size as ``a`` and the ``CV_8UC1`` type. |
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:param cmpop: Flag specifying the relation between the elements to be checked: |
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* **CMP_EQ:** ``a(.) == b(.)`` |
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* **CMP_GT:** ``a(.) < b(.)`` |
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* **CMP_GE:** ``a(.) <= b(.)`` |
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* **CMP_LT:** ``a(.) < b(.)`` |
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* **CMP_LE:** ``a(.) <= b(.)`` |
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* **CMP_NE:** ``a(.) != b(.)`` |
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:param stream: Stream for the asynchronous version. |
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.. seealso:: :ocv:func:`compare` |
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gpu::bitwise_not |
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Performs a per-element bitwise inversion. |
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.. ocv:function:: void gpu::bitwise_not(const GpuMat& src, GpuMat& dst, const GpuMat& mask=GpuMat(), Stream& stream = Stream::Null()) |
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:param src: Source matrix. |
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:param dst: Destination matrix with the same size and type as ``src`` . |
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:param mask: Optional operation mask. 8-bit single channel image. |
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:param stream: Stream for the asynchronous version. |
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gpu::bitwise_or |
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Performs a per-element bitwise disjunction of two matrices or of matrix and scalar. |
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.. ocv:function:: void gpu::bitwise_or(const GpuMat& src1, const GpuMat& src2, GpuMat& dst, const GpuMat& mask=GpuMat(), Stream& stream = Stream::Null()) |
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.. ocv:function:: void gpu::bitwise_or(const GpuMat& src1, const Scalar& sc, GpuMat& dst, Stream& stream = Stream::Null()) |
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:param src1: First source matrix. |
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:param src2: Second source matrix with the same size and type as ``src1`` . |
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:param dst: Destination matrix with the same size and type as ``src1`` . |
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:param mask: Optional operation mask. 8-bit single channel image. |
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:param stream: Stream for the asynchronous version. |
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gpu::bitwise_and |
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Performs a per-element bitwise conjunction of two matrices or of matrix and scalar. |
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.. ocv:function:: void gpu::bitwise_and(const GpuMat& src1, const GpuMat& src2, GpuMat& dst, const GpuMat& mask=GpuMat(), Stream& stream = Stream::Null()) |
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.. ocv:function:: void gpu::bitwise_and(const GpuMat& src1, const Scalar& sc, GpuMat& dst, Stream& stream = Stream::Null()) |
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:param src1: First source matrix. |
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:param src2: Second source matrix with the same size and type as ``src1`` . |
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:param dst: Destination matrix with the same size and type as ``src1`` . |
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:param mask: Optional operation mask. 8-bit single channel image. |
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:param stream: Stream for the asynchronous version. |
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gpu::bitwise_xor |
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Performs a per-element bitwise ``exclusive or`` operation of two matrices of matrix and scalar. |
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.. ocv:function:: void gpu::bitwise_xor(const GpuMat& src1, const GpuMat& src2, GpuMat& dst, const GpuMat& mask=GpuMat(), Stream& stream = Stream::Null()) |
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.. ocv:function:: void gpu::bitwise_xor(const GpuMat& src1, const Scalar& sc, GpuMat& dst, Stream& stream = Stream::Null()) |
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:param src1: First source matrix. |
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:param src2: Second source matrix with the same size and type as ``src1`` . |
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:param dst: Destination matrix with the same size and type as ``src1`` . |
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:param mask: Optional operation mask. 8-bit single channel image. |
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:param stream: Stream for the asynchronous version. |
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gpu::rshift |
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Performs pixel by pixel right shift of an image by a constant value. |
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.. ocv:function:: void gpu::rshift( const GpuMat& src, Scalar_<int> sc, GpuMat& dst, Stream& stream=Stream::Null() ) |
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:param src: Source matrix. Supports 1, 3 and 4 channels images with integers elements. |
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:param sc: Constant values, one per channel. |
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:param dst: Destination matrix with the same size and type as ``src`` . |
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:param stream: Stream for the asynchronous version. |
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gpu::lshift |
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Performs pixel by pixel right left of an image by a constant value. |
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.. ocv:function:: void gpu::lshift( const GpuMat& src, Scalar_<int> sc, GpuMat& dst, Stream& stream=Stream::Null() ) |
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:param src: Source matrix. Supports 1, 3 and 4 channels images with ``CV_8U`` , ``CV_16U`` or ``CV_32S`` depth. |
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:param sc: Constant values, one per channel. |
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:param dst: Destination matrix with the same size and type as ``src`` . |
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:param stream: Stream for the asynchronous version. |
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gpu::min |
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Computes the per-element minimum of two matrices (or a matrix and a scalar). |
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.. ocv:function:: void gpu::min(const GpuMat& src1, const GpuMat& src2, GpuMat& dst, Stream& stream = Stream::Null()) |
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.. ocv:function:: void gpu::min(const GpuMat& src1, double src2, GpuMat& dst, Stream& stream = Stream::Null()) |
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:param src1: First source matrix. |
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:param src2: Second source matrix or a scalar to compare ``src1`` elements with. |
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:param dst: Destination matrix with the same size and type as ``src1`` . |
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:param stream: Stream for the asynchronous version. |
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.. seealso:: :ocv:func:`min` |
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gpu::max |
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Computes the per-element maximum of two matrices (or a matrix and a scalar). |
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.. ocv:function:: void gpu::max(const GpuMat& src1, const GpuMat& src2, GpuMat& dst, Stream& stream = Stream::Null()) |
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.. ocv:function:: void gpu::max(const GpuMat& src1, double src2, GpuMat& dst, Stream& stream = Stream::Null()) |
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:param src1: First source matrix. |
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:param src2: Second source matrix or a scalar to compare ``src1`` elements with. |
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:param dst: Destination matrix with the same size and type as ``src1`` . |
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:param stream: Stream for the asynchronous version. |
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.. seealso:: :ocv:func:`max`
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