/* * 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_NEHARRISCORNERS_H__ #define __ARM_COMPUTE_NEHARRISCORNERS_H__ #include "arm_compute/core/CPP/kernels/CPPCornerCandidatesKernel.h" #include "arm_compute/core/CPP/kernels/CPPSortEuclideanDistanceKernel.h" #include "arm_compute/core/NEON/kernels/NEFillBorderKernel.h" #include "arm_compute/core/NEON/kernels/NEHarrisCornersKernel.h" #include "arm_compute/core/Types.h" #include "arm_compute/runtime/Array.h" #include "arm_compute/runtime/IFunction.h" #include "arm_compute/runtime/IMemoryManager.h" #include "arm_compute/runtime/MemoryGroup.h" #include "arm_compute/runtime/NEON/functions/NENonMaximaSuppression3x3.h" #include "arm_compute/runtime/Tensor.h" #include #include namespace arm_compute { class ITensor; using IImage = ITensor; /** Basic function to execute harris corners detection. This function calls the following NEON kernels and functions: * * -# @ref NESobel3x3 (if gradient_size == 3) or
* @ref NESobel5x5 (if gradient_size == 5) or
* @ref NESobel7x7 (if gradient_size == 7) * -# @ref NEFillBorderKernel * -# NEHarrisScoreKernel<3> (if block_size == 3) or
* NEHarrisScoreKernel<5> (if block_size == 5) or
* NEHarrisScoreKernel<7> (if block_size == 7) * -# @ref NENonMaximaSuppression3x3 * -# @ref CPPCornerCandidatesKernel * -# @ref CPPSortEuclideanDistanceKernel * */ class NEHarrisCorners : public IFunction { public: /** Constructor * * Initialize _sobel, _harris_score and _corner_list to nullptr. * * @param[in] memory_manager (Optional) Memory manager. */ NEHarrisCorners(std::shared_ptr memory_manager = nullptr); /** Initialize the function's source, destination, conv and border_mode. * * @param[in, out] input Source image. Data type supported: U8. (Written to only for @p border_mode != UNDEFINED) * @param[in] threshold Minimum threshold with which to eliminate Harris Corner scores (computed using the normalized Sobel kernel). * @param[in] min_dist Radial Euclidean distance for the euclidean diatance stage * @param[in] sensitivity Sensitivity threshold k from the Harris-Stephens equation * @param[in] gradient_size The gradient window size to use on the input. The implementation supports 3, 5, and 7 * @param[in] block_size The block window size used to compute the Harris Corner score. The implementation supports 3, 5, and 7. * @param[out] corners Array of keypoints to store the results. * @param[in] border_mode Border mode to use * @param[in] constant_border_value (Optional) Constant value to use for borders if border_mode is set to CONSTANT. */ void configure(IImage *input, float threshold, float min_dist, float sensitivity, int32_t gradient_size, int32_t block_size, KeyPointArray *corners, BorderMode border_mode, uint8_t constant_border_value = 0); // Inherited methods overridden: void run() override; private: MemoryGroup _memory_group; /**< Function's memory group */ std::unique_ptr _sobel; /**< Sobel function */ std::unique_ptr _harris_score; /**< Harris score kernel */ NENonMaximaSuppression3x3 _non_max_suppr; /**< Non-maxima suppression function */ CPPCornerCandidatesKernel _candidates; /**< Sort kernel */ CPPSortEuclideanDistanceKernel _sort_euclidean; /**< Euclidean distance kernel */ NEFillBorderKernel _border_gx; /**< Border handler before running harris score */ NEFillBorderKernel _border_gy; /**< Border handler before running harris score */ Image _gx; /**< Source image - Gx component */ Image _gy; /**< Source image - Gy component */ Image _score; /**< Source image - Harris score */ Image _nonmax; /**< Source image - Non-Maxima suppressed image */ std::unique_ptr _corners_list; /**< Array of InternalKeypoint. It stores the potential corner candidates */ int32_t _num_corner_candidates; /**< Number of potential corner candidates */ }; } #endif /*__ARM_COMPUTE_NEHARRISCORNERS_H__ */