2d30480982
removed void integral(const GpuMat& src, GpuMat& sum, GpuMat& sqsum, Stream& stream) - it fails with NPP_NOT_IMPLEMENTED error updated docs, accuracy and performance tests
433 lines
14 KiB
ReStructuredText
433 lines
14 KiB
ReStructuredText
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& src1, const GpuMat& src2, GpuMat& dst, const GpuMat& mask = GpuMat(), int dtype = -1, Stream& stream = Stream::Null())
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.. ocv:function:: void gpu::add(const GpuMat& src1, const Scalar& src2, GpuMat& dst, const GpuMat& mask = GpuMat(), int dtype = -1, 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 be added to ``src1`` . Matrix should have the same size and type as ``src1`` .
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:param dst: Destination matrix that has the same size and number of channels as the input array(s). The depth is defined by ``dtype`` or ``src1`` 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& src1, const GpuMat& src2, GpuMat& dst, const GpuMat& mask = GpuMat(), int dtype = -1, Stream& stream = Stream::Null())
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.. ocv:function:: void gpu::subtract(const GpuMat& src1, const Scalar& src2, GpuMat& dst, const GpuMat& mask = GpuMat(), int dtype = -1, 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 be added to ``src1`` . Matrix should have the same size and type as ``src1`` .
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:param dst: Destination matrix that has the same size and number of channels as the input array(s). The depth is defined by ``dtype`` or ``src1`` 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& src1, const GpuMat& src2, GpuMat& dst, double scale = 1, int dtype = -1, Stream& stream = Stream::Null())
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.. ocv:function:: void gpu::multiply(const GpuMat& src1, const Scalar& src2, GpuMat& dst, double scale = 1, int dtype = -1, 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 be multiplied by ``src1`` elements.
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:param dst: Destination matrix that has the same size and number of channels as the input array(s). The depth is defined by ``dtype`` or ``src1`` 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& src1, const GpuMat& src2, GpuMat& dst, double scale = 1, int dtype = -1, Stream& stream = Stream::Null())
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.. ocv:function:: void gpu::divide(const GpuMat& src1, const Scalar& src2, GpuMat& dst, double scale = 1, int dtype = -1, Stream& stream = Stream::Null())
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.. ocv:function:: void gpu::divide(double src1, const GpuMat& src2, GpuMat& dst, int dtype = -1, Stream& stream = Stream::Null())
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:param src1: First source matrix or a scalar.
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:param src2: Second source matrix or a scalar. The ``src1`` elements are divided by it.
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:param dst: Destination matrix that has the same size and number of channels as the input array(s). The depth is defined by ``dtype`` or ``src1`` 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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addWeighted
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---------------
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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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------------
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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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------------
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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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------------
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Computes an exponent of each matrix element.
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.. ocv:function:: void gpu::exp(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:`exp`
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gpu::log
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------------
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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& 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:`log`
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gpu::pow
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------------
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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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----------------
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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& src1, const GpuMat& src2, GpuMat& dst, Stream& stream = Stream::Null())
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.. ocv:function:: void gpu::absdiff(const GpuMat& src1, const Scalar& 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 be added to ``src1`` .
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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:`absdiff`
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gpu::compare
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----------------
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Compares elements of two matrices.
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.. ocv:function:: void gpu::compare(const GpuMat& src1, const GpuMat& src2, GpuMat& dst, int cmpop, 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 as ``src1`` 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:** ``src1(.) == src2(.)``
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* **CMP_GT:** ``src1(.) < src2(.)``
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* **CMP_GE:** ``src1(.) <= src2(.)``
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* **CMP_LT:** ``src1(.) < src2(.)``
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* **CMP_LE:** ``src1(.) <= src2(.)``
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* **CMP_NE:** ``src1(.) != src2(.)``
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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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--------------------
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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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-------------------
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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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--------------------
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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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--------------------
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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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--------------------
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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, const Scalar& 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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--------------------
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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, const Scalar& 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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------------
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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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------------
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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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