/* * Copyright (c) 2016-2019 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_NECANNYEDGEKERNEL_H #define ARM_COMPUTE_NECANNYEDGEKERNEL_H #include "arm_compute/core/NEON/INEKernel.h" #include namespace arm_compute { class ITensor; /** Computes magnitude and quantised phase from inputs gradients. */ class NEGradientKernel : public INEKernel { public: const char *name() const override { return "NEGradientKernel"; } /** Default constructor */ NEGradientKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEGradientKernel(const NEGradientKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEGradientKernel &operator=(const NEGradientKernel &) = delete; /** Allow instances of this class to be moved */ NEGradientKernel(NEGradientKernel &&) = default; /** Allow instances of this class to be moved */ NEGradientKernel &operator=(NEGradientKernel &&) = default; /** Default destructor */ virtual ~NEGradientKernel() = default; /** Initialise the kernel's sources, destinations and border mode. * * @note gx, gy and magnitude must all be the same size (either 16 or 32) * * @param[in] gx Source tensor - Gx component. Data type supported: S16/S32. * @param[in] gy Source tensor - Gy component. Data type supported: same as @p gx. * @param[out] magnitude Destination tensor - Magnitude. Data type supported: U16 (if the data type of @p gx is S16) / U32 (if the data type of @p gx is S32). * @param[out] phase Destination tensor - Quantized phase. Data type supported: U8. * @param[in] norm_type Normalization type. If 1, L1-Norm otherwise L2-Norm */ virtual void configure(const ITensor *gx, const ITensor *gy, ITensor *magnitude, ITensor *phase, int32_t norm_type); // Inherited methods overridden: void run(const Window &window, const ThreadInfo &info) override; protected: /** Common signature for all the specialised gradient functions * * @param[in] gx_ptr Pointer to the first input tensor. * @param[in] gy_ptr Pointer to the second input tensor. * @param[out] magnitude_ptr Pointer to the first output tensor * @param[out] phase_ptr Pointer to the second output tensor */ using GradientFunction = void(const void *__restrict gx_ptr, const void *__restrict gy_ptr, void *__restrict magnitude_ptr, void *__restrict phase_ptr); GradientFunction *_func; /**< Gradient function to use for the particular tensor types passed to configure() */ const ITensor *_gx; /**< Source tensor - Gx component */ const ITensor *_gy; /**< Source tensor - Gy component */ ITensor *_magnitude; /**< Destination tensor - Magnitude */ ITensor *_phase; /**< Destination tensor - Quantized phase */ }; /** NEON kernel to perform Non-Maxima suppression for Canny Edge. * * @note This kernel is meant to be used alongside CannyEdge and performs a non-maxima suppression using magnitude and phase of input * to characterize points as possible edges. Thus, at the end, each point will be set to EDGE, NO_EDGE or MAYBE. * * @note Hysteresis is computed in @ref NEEdgeTraceKernel */ class NEEdgeNonMaxSuppressionKernel : public INEKernel { public: const char *name() const override { return "NEEdgeNonMaxSuppressionKernel"; } /** Default constructor */ NEEdgeNonMaxSuppressionKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEEdgeNonMaxSuppressionKernel(const NEEdgeNonMaxSuppressionKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEEdgeNonMaxSuppressionKernel &operator=(const NEEdgeNonMaxSuppressionKernel &) = delete; /** Allow instances of this class to be moved */ NEEdgeNonMaxSuppressionKernel(NEEdgeNonMaxSuppressionKernel &&) = default; /** Allow instances of this class to be moved */ NEEdgeNonMaxSuppressionKernel &operator=(NEEdgeNonMaxSuppressionKernel &&) = default; /** Default destructor */ ~NEEdgeNonMaxSuppressionKernel() = default; /** Initialise the kernel's sources, destination and border mode. * * @param[in] magnitude Source tensor - Magnitude. Data type supported: U16/U32. * @param[in] phase Source tensor - Quantized phase. Data type supported: U8. * @param[out] output Output tensor. Data type supported: U8. It will be filled with 0 for "no edge", 127 for "maybe", 255 for "edge" * @param[in] upper_thr Upper threshold used for the hysteresis * @param[in] lower_thr Lower threshold used for the hysteresis * @param[in] border_undefined True if the border mode is undefined. False if it's replicate or constant. */ void configure(const ITensor *magnitude, const ITensor *phase, ITensor *output, int32_t upper_thr, int32_t lower_thr, bool border_undefined); // Inherited methods overridden: void run(const Window &window, const ThreadInfo &info) override; BorderSize border_size() const override; private: /** Common signature for all the specialised non-maxima suppression functions * * @param[in] magnitude_ptr Pointer to the first input tensor. * @param[in] phase_ptr Pointer to the second input tensor. * @param[out] output_ptr Pointer to the output tensor * @param[in] stride_mag Stride of the magnitude tensor * @param[in] upper_thr Upper threshold used for the hysteresis * @param[in] lower_thr Lower threshold used for the hysteresis */ using EdgeNonMaxSupprFunction = void(const void *__restrict magnitude_ptr, const void *__restrict phase_ptr, void *__restrict output_ptr, const uint32_t stride_mag, const int32_t upper_thr, const int32_t lower_thr); EdgeNonMaxSupprFunction *_func; /**< Non-Maxima suppression function to use for the particular tensor types passed to configure() */ const ITensor *_magnitude; /**< Source tensor - Magnitude */ const ITensor *_phase; /**< Source tensor - Quantized phase */ ITensor *_output; /**< Destination tensor */ int32_t _lower_thr; /**< Lower threshold used for the hysteresis */ int32_t _upper_thr; /**< Upper threshold used for the hysteresis */ }; /** NEON kernel to perform Edge tracing */ class NEEdgeTraceKernel : public INEKernel { public: const char *name() const override { return "NEEdgeTraceKernel"; } /** Default constructor */ NEEdgeTraceKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEEdgeTraceKernel(const NEEdgeTraceKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEEdgeTraceKernel &operator=(const NEEdgeTraceKernel &) = delete; /** Allow instances of this class to be moved */ NEEdgeTraceKernel(NEEdgeTraceKernel &&) = default; /** Allow instances of this class to be moved */ NEEdgeTraceKernel &operator=(NEEdgeTraceKernel &&) = default; /** Default constructor */ ~NEEdgeTraceKernel() = default; /** Initialise the kernel's source, destination and border mode. * * @param[in,out] input Source tensor. Data type supported: U8. Must contain 0 for "no edge", 127 for "maybe", 255 for "edge" * @param[in,out] output Destination tensor. Data type supported: U8. Must be initialized to 0 (No edge). */ void configure(ITensor *input, ITensor *output); // Inherited methods overridden: void run(const Window &window, const ThreadInfo &info) override; BorderSize border_size() const override; bool is_parallelisable() const override; private: ITensor *_input; /**< Source tensor */ ITensor *_output; /**< Destination tensor */ }; } // namespace arm_compute #endif /* ARM_COMPUTE_NECANNYEDGEKERNEL_H */