/* * Copyright (c) 2016-2018 ARM Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #ifndef __ARM_COMPUTE_NENONLINEARFILTERKERNEL_H__ #define __ARM_COMPUTE_NENONLINEARFILTERKERNEL_H__ #include "arm_compute/core/NEON/INEKernel.h" #include "arm_compute/core/Types.h" #include namespace arm_compute { class ITensor; /** Interface for the kernel to apply a non-linear filter */ class NENonLinearFilterKernel : public INEKernel { public: const char *name() const override { return "NENonLinearFilterKernel"; } /** Default constructor */ NENonLinearFilterKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ NENonLinearFilterKernel(NENonLinearFilterKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NENonLinearFilterKernel &operator=(NENonLinearFilterKernel &) = delete; /** Allow instances of this class to be moved */ NENonLinearFilterKernel(NENonLinearFilterKernel &&) = default; /** Allow instances of this class to be moved */ NENonLinearFilterKernel &operator=(NENonLinearFilterKernel &&) = default; /** Set the source, destination and border mode of the kernel * * @param[in] input Source tensor. Data type supported: U8 * @param[out] output Destination tensor. Data type supported: U8 * @param[in] function Non linear function to perform * @param[in] mask_size Mask size. Supported sizes: 3, 5 * @param[in] pattern Mask pattern * @param[in] mask The given mask. Will be used only if pattern is specified to PATTERN_OTHER * @param[in] border_undefined True if the border mode is undefined. False if it's replicate or constant. */ void configure(const ITensor *input, ITensor *output, NonLinearFilterFunction function, unsigned int mask_size, MatrixPattern pattern, const uint8_t *mask, bool border_undefined); // Inherited methods overridden: void run(const Window &window, const ThreadInfo &info) override; BorderSize border_size() const override; private: /** Fill mask with the corresponding given pattern. * * @param[in,out] mask Mask to be filled according to pattern * @param[in] cols Columns (width) of mask * @param[in] rows Rows (height) of mask * @param[in] pattern Pattern to fill the mask according to */ void fill_mask(uint8_t *mask, int cols, int rows, MatrixPattern pattern); /** Apply a median filter when given mask pattern is defined as box. * * @param[in] win Window to apply the filter on. */ template void median_filter_box(const Window &win); /** Apply a min filter when given mask pattern is defined as box. * * @param[in] win Window to apply the filter on. */ template void min_filter_box(const Window &win); /** Apply a max filter when given mask pattern is defined as box. * * @param[in] win Window to apply the filter on. */ template void max_filter_box(const Window &win); /** Apply a median filter when given mask pattern is defined as cross. * * @param[in] win Window to apply the filter on. */ template void median_filter_cross(const Window &win); /** Apply a min filter when given mask pattern is defined as cross. * * @param[in] win Window to apply the filter on. */ template void min_filter_cross(const Window &win); /** Apply a max filter when given mask pattern is defined as cross. * * @param[in] win Window to apply the filter on. */ template void max_filter_cross(const Window &win); /** Apply a median filter when given mask pattern is defined as disk. * * @param[in] win Window to apply the filter on. */ template void median_filter_disk(const Window &win); /** Apply a min filter when given mask pattern is defined as disk. * * @param[in] win Window to apply the filter on. */ template void min_filter_disk(const Window &win); /** Apply a max filter when given mask pattern is defined as disk. * * @param[in] win Window to apply the filter on. */ template void max_filter_disk(const Window &win); /** Apply a non-linear filter when given mask has user-defined pattern. * * @param[in] win Window to apply the filter on. */ template void non_linear_filter_generic(const Window &win); private: unsigned int _border_width; const ITensor *_input; ITensor *_output; const uint8_t *_mask; MatrixPattern _pattern; NonLinearFilterFunction _function; unsigned int _func_idx; BorderSize _border_size; }; } // namespace arm_compute #endif /*__ARM_COMPUTE_NENONLINEARFILTERKERNEL_H__ */