/*M/////////////////////////////////////////////////////////////////////////////////////// // // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. // // By downloading, copying, installing or using the software you agree to this license. // If you do not agree to this license, do not download, install, // copy or use the software. // // // License Agreement // For Open Source Computer Vision Library // // Copyright (C) 2000-2008, Intel Corporation, all rights reserved. // Copyright (C) 2009, Willow Garage Inc., all rights reserved. // Third party copyrights are property of their respective owners. // // Redistribution and use in source and binary forms, with or without modification, // are permitted provided that the following conditions are met: // // * Redistribution's of source code must retain the above copyright notice, // this list of conditions and the following disclaimer. // // * Redistribution's in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other materials provided with the distribution. // // * The name of the copyright holders may not be used to endorse or promote products // derived from this software without specific prior written permission. // // This software is provided by the copyright holders and contributors "as is" and // any express or implied warranties, including, but not limited to, the implied // warranties of merchantability and fitness for a particular purpose are disclaimed. // In no event shall the Intel Corporation or contributors be liable for any direct, // indirect, incidental, special, exemplary, or consequential damages // (including, but not limited to, procurement of substitute goods or services; // loss of use, data, or profits; or business interruption) however caused // and on any theory of liability, whether in contract, strict liability, // or tort (including negligence or otherwise) arising in any way out of // the use of this software, even if advised of the possibility of such damage. // //M*/ #ifndef __OPENCV_CUDAFILTERS_HPP__ #define __OPENCV_CUDAFILTERS_HPP__ #ifndef __cplusplus # error cudafilters.hpp header must be compiled as C++ #endif #include "opencv2/core/cuda.hpp" #include "opencv2/imgproc.hpp" /** @addtogroup cuda @{ @defgroup cudafilters Image Filtering Functions and classes described in this section are used to perform various linear or non-linear filtering operations on 2D images. @note - An example containing all basic morphology operators like erode and dilate can be found at opencv_source_code/samples/gpu/morphology.cpp @} */ namespace cv { namespace cuda { //! @addtogroup cudafilters //! @{ /** @brief Common interface for all CUDA filters : */ class CV_EXPORTS Filter : public Algorithm { public: /** @brief Applies the specified filter to the image. @param src Input image. @param dst Output image. @param stream Stream for the asynchronous version. */ virtual void apply(InputArray src, OutputArray dst, Stream& stream = Stream::Null()) = 0; }; //////////////////////////////////////////////////////////////////////////////////////////////////// // Box Filter /** @brief Creates a normalized 2D box filter. @param srcType Input image type. Only CV_8UC1 and CV_8UC4 are supported for now. @param dstType Output image type. Only the same type as src is supported for now. @param ksize Kernel size. @param anchor Anchor point. The default value Point(-1, -1) means that the anchor is at the kernel center. @param borderMode Pixel extrapolation method. For details, see borderInterpolate . @param borderVal Default border value. @sa boxFilter */ CV_EXPORTS Ptr createBoxFilter(int srcType, int dstType, Size ksize, Point anchor = Point(-1,-1), int borderMode = BORDER_DEFAULT, Scalar borderVal = Scalar::all(0)); //////////////////////////////////////////////////////////////////////////////////////////////////// // Linear Filter /** @brief Creates a non-separable linear 2D filter. @param srcType Input image type. Supports CV_8U , CV_16U and CV_32F one and four channel image. @param dstType Output image type. Only the same type as src is supported for now. @param kernel 2D array of filter coefficients. @param anchor Anchor point. The default value Point(-1, -1) means that the anchor is at the kernel center. @param borderMode Pixel extrapolation method. For details, see borderInterpolate . @param borderVal Default border value. @sa filter2D */ CV_EXPORTS Ptr createLinearFilter(int srcType, int dstType, InputArray kernel, Point anchor = Point(-1,-1), int borderMode = BORDER_DEFAULT, Scalar borderVal = Scalar::all(0)); //////////////////////////////////////////////////////////////////////////////////////////////////// // Laplacian Filter /** @brief Creates a Laplacian operator. @param srcType Input image type. Supports CV_8U , CV_16U and CV_32F one and four channel image. @param dstType Output image type. Only the same type as src is supported for now. @param ksize Aperture size used to compute the second-derivative filters (see getDerivKernels). It must be positive and odd. Only ksize = 1 and ksize = 3 are supported. @param scale Optional scale factor for the computed Laplacian values. By default, no scaling is applied (see getDerivKernels ). @param borderMode Pixel extrapolation method. For details, see borderInterpolate . @param borderVal Default border value. @sa Laplacian */ CV_EXPORTS Ptr createLaplacianFilter(int srcType, int dstType, int ksize = 1, double scale = 1, int borderMode = BORDER_DEFAULT, Scalar borderVal = Scalar::all(0)); //////////////////////////////////////////////////////////////////////////////////////////////////// // Separable Linear Filter /** @brief Creates a separable linear filter. @param srcType Source array type. @param dstType Destination array type. @param rowKernel Horizontal filter coefficients. Support kernels with size \<= 32 . @param columnKernel Vertical filter coefficients. Support kernels with size \<= 32 . @param anchor Anchor position within the kernel. Negative values mean that anchor is positioned at the aperture center. @param rowBorderMode Pixel extrapolation method in the vertical direction For details, see borderInterpolate. @param columnBorderMode Pixel extrapolation method in the horizontal direction. @sa sepFilter2D */ CV_EXPORTS Ptr createSeparableLinearFilter(int srcType, int dstType, InputArray rowKernel, InputArray columnKernel, Point anchor = Point(-1,-1), int rowBorderMode = BORDER_DEFAULT, int columnBorderMode = -1); //////////////////////////////////////////////////////////////////////////////////////////////////// // Deriv Filter /** @brief Creates a generalized Deriv operator. @param srcType Source image type. @param dstType Destination array type. @param dx Derivative order in respect of x. @param dy Derivative order in respect of y. @param ksize Aperture size. See getDerivKernels for details. @param normalize Flag indicating whether to normalize (scale down) the filter coefficients or not. See getDerivKernels for details. @param scale Optional scale factor for the computed derivative values. By default, no scaling is applied. For details, see getDerivKernels . @param rowBorderMode Pixel extrapolation method in the vertical direction. For details, see borderInterpolate. @param columnBorderMode Pixel extrapolation method in the horizontal direction. */ CV_EXPORTS Ptr createDerivFilter(int srcType, int dstType, int dx, int dy, int ksize, bool normalize = false, double scale = 1, int rowBorderMode = BORDER_DEFAULT, int columnBorderMode = -1); /** @brief Creates a Sobel operator. @param srcType Source image type. @param dstType Destination array type. @param dx Derivative order in respect of x. @param dy Derivative order in respect of y. @param ksize Size of the extended Sobel kernel. Possible values are 1, 3, 5 or 7. @param scale Optional scale factor for the computed derivative values. By default, no scaling is applied. For details, see getDerivKernels . @param rowBorderMode Pixel extrapolation method in the vertical direction. For details, see borderInterpolate. @param columnBorderMode Pixel extrapolation method in the horizontal direction. @sa Sobel */ CV_EXPORTS Ptr createSobelFilter(int srcType, int dstType, int dx, int dy, int ksize = 3, double scale = 1, int rowBorderMode = BORDER_DEFAULT, int columnBorderMode = -1); /** @brief Creates a vertical or horizontal Scharr operator. @param srcType Source image type. @param dstType Destination array type. @param dx Order of the derivative x. @param dy Order of the derivative y. @param scale Optional scale factor for the computed derivative values. By default, no scaling is applied. See getDerivKernels for details. @param rowBorderMode Pixel extrapolation method in the vertical direction. For details, see borderInterpolate. @param columnBorderMode Pixel extrapolation method in the horizontal direction. @sa Scharr */ CV_EXPORTS Ptr createScharrFilter(int srcType, int dstType, int dx, int dy, double scale = 1, int rowBorderMode = BORDER_DEFAULT, int columnBorderMode = -1); //////////////////////////////////////////////////////////////////////////////////////////////////// // Gaussian Filter /** @brief Creates a Gaussian filter. @param srcType Source image type. @param dstType Destination array type. @param ksize Aperture size. See getGaussianKernel for details. @param sigma1 Gaussian sigma in the horizontal direction. See getGaussianKernel for details. @param sigma2 Gaussian sigma in the vertical direction. If 0, then \f$\texttt{sigma2}\leftarrow\texttt{sigma1}\f$ . @param rowBorderMode Pixel extrapolation method in the vertical direction. For details, see borderInterpolate. @param columnBorderMode Pixel extrapolation method in the horizontal direction. @sa GaussianBlur */ CV_EXPORTS Ptr createGaussianFilter(int srcType, int dstType, Size ksize, double sigma1, double sigma2 = 0, int rowBorderMode = BORDER_DEFAULT, int columnBorderMode = -1); //////////////////////////////////////////////////////////////////////////////////////////////////// // Morphology Filter /** @brief Creates a 2D morphological filter. @param op Type of morphological operation. The following types are possible: - **MORPH_ERODE** erode - **MORPH_DILATE** dilate - **MORPH_OPEN** opening - **MORPH_CLOSE** closing - **MORPH_GRADIENT** morphological gradient - **MORPH_TOPHAT** "top hat" - **MORPH_BLACKHAT** "black hat" @param srcType Input/output image type. Only CV_8UC1 and CV_8UC4 are supported. @param kernel 2D 8-bit structuring element for the morphological operation. @param anchor Anchor position within the structuring element. Negative values mean that the anchor is at the center. @param iterations Number of times erosion and dilation to be applied. @sa morphologyEx */ CV_EXPORTS Ptr createMorphologyFilter(int op, int srcType, InputArray kernel, Point anchor = Point(-1, -1), int iterations = 1); //////////////////////////////////////////////////////////////////////////////////////////////////// // Image Rank Filter /** @brief Creates the maximum filter. @param srcType Input/output image type. Only CV_8UC1 and CV_8UC4 are supported. @param ksize Kernel size. @param anchor Anchor point. The default value (-1) means that the anchor is at the kernel center. @param borderMode Pixel extrapolation method. For details, see borderInterpolate . @param borderVal Default border value. */ CV_EXPORTS Ptr createBoxMaxFilter(int srcType, Size ksize, Point anchor = Point(-1, -1), int borderMode = BORDER_DEFAULT, Scalar borderVal = Scalar::all(0)); /** @brief Creates the minimum filter. @param srcType Input/output image type. Only CV_8UC1 and CV_8UC4 are supported. @param ksize Kernel size. @param anchor Anchor point. The default value (-1) means that the anchor is at the kernel center. @param borderMode Pixel extrapolation method. For details, see borderInterpolate . @param borderVal Default border value. */ CV_EXPORTS Ptr createBoxMinFilter(int srcType, Size ksize, Point anchor = Point(-1, -1), int borderMode = BORDER_DEFAULT, Scalar borderVal = Scalar::all(0)); //////////////////////////////////////////////////////////////////////////////////////////////////// // 1D Sum Filter /** @brief Creates a horizontal 1D box filter. @param srcType Input image type. Only CV_8UC1 type is supported for now. @param dstType Output image type. Only CV_32FC1 type is supported for now. @param ksize Kernel size. @param anchor Anchor point. The default value (-1) means that the anchor is at the kernel center. @param borderMode Pixel extrapolation method. For details, see borderInterpolate . @param borderVal Default border value. */ CV_EXPORTS Ptr createRowSumFilter(int srcType, int dstType, int ksize, int anchor = -1, int borderMode = BORDER_DEFAULT, Scalar borderVal = Scalar::all(0)); /** @brief Creates a vertical 1D box filter. @param srcType Input image type. Only CV_8UC1 type is supported for now. @param dstType Output image type. Only CV_32FC1 type is supported for now. @param ksize Kernel size. @param anchor Anchor point. The default value (-1) means that the anchor is at the kernel center. @param borderMode Pixel extrapolation method. For details, see borderInterpolate . @param borderVal Default border value. */ CV_EXPORTS Ptr createColumnSumFilter(int srcType, int dstType, int ksize, int anchor = -1, int borderMode = BORDER_DEFAULT, Scalar borderVal = Scalar::all(0)); //! @} }} // namespace cv { namespace cuda { #endif /* __OPENCV_CUDAFILTERS_HPP__ */