/* * Copyright (c) 2017-2018 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_NECANNYEDGE_H__ #define __ARM_COMPUTE_NECANNYEDGE_H__ #include "arm_compute/core/NEON/kernels/NECannyEdgeKernel.h" #include "arm_compute/core/NEON/kernels/NEFillBorderKernel.h" #include "arm_compute/core/Types.h" #include "arm_compute/runtime/IFunction.h" #include "arm_compute/runtime/IMemoryManager.h" #include "arm_compute/runtime/MemoryGroup.h" #include "arm_compute/runtime/Tensor.h" #include #include namespace arm_compute { class ITensor; /** Basic function to execute canny edge on NEON. This function calls the following NEON kernels and functions: * * -# @ref NEFillBorderKernel (if border_mode == REPLICATE or border_mode == CONSTANT) * -# @ref NESobel3x3 (if gradient_size == 3) or * @ref NESobel5x5 (if gradient_size == 5) or * @ref NESobel7x7 (if gradient_size == 7) * -# @ref NEGradientKernel * -# @ref NEEdgeNonMaxSuppressionKernel * -# @ref NEEdgeTraceKernel * */ class NECannyEdge : public IFunction { public: /** Constructor * * Initialize Sobel kernel to nullptr. * * @param[in] memory_manager (Optional) Memory manager. */ NECannyEdge(std::shared_ptr memory_manager = nullptr); /** Prevent instances of this class from being copied (As this class contains pointers) */ NECannyEdge(const NECannyEdge &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NECannyEdge &operator=(const NECannyEdge &) = delete; /** Initialise the function's source, destination, thresholds, gradient size, normalization type and border mode. * * @param[in, out] input Source tensor. Data type supported: U8. (Written to only for @p border_mode != UNDEFINED) * @param[out] output Destination tensor. Data type supported: U8. * @param[in] upper_thr Upper threhold used for the hysteresis * @param[in] lower_thr Lower threshold used for the hysteresis. * @param[in] gradient_size Gradient size (3, 5 or 7) * @param[in] norm_type Normalization type. If 1, L1-Norm otherwise L2-Norm * @param[in] border_mode Border mode to use for the convolution. * @param[in] constant_border_value (Optional) Constant value to use for borders if border_mode is set to CONSTANT. */ void configure(ITensor *input, ITensor *output, int32_t upper_thr, int32_t lower_thr, int32_t gradient_size, int32_t norm_type, 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; /**< Pointer to Sobel kernel */ std::unique_ptr _gradient; /**< Gradient kernel */ NEEdgeNonMaxSuppressionKernel _non_max_suppr; /**< Non-Maxima suppression kernel */ NEEdgeTraceKernel _edge_trace; /**< Edge tracing kernel */ NEFillBorderKernel _border_mag_gradient; /**< Fill border on magnitude tensor kernel */ NEFillBorderKernel _border_edge_trace; /**< Fill border before edge trace */ Tensor _gx; /**< Source tensor - Gx component */ Tensor _gy; /**< Source tensor - Gy component */ Tensor _magnitude; /**< Source tensor - Magnitude */ Tensor _phase; /**< Source tensor - Phase */ Tensor _nonmax; /**< Source tensor - Non-Maxima suppressed */ ITensor *_output; /**< Output tensor provided by the user. */ }; } #endif /* __ARM_COMPUTE_NECANNYEDGE_H */