/* * Copyright (c) 2016, 2017 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_NEHOGGRADIENT_H__ #define __ARM_COMPUTE_NEHOGGRADIENT_H__ #include "arm_compute/core/NEON/INEKernel.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/NEON/functions/NEDerivative.h" #include "arm_compute/runtime/Tensor.h" #include #include namespace arm_compute { class ITensor; /** Basic function to calculate the gradient for HOG. This function calls the following NEON kernels: * * -# @ref NEDerivative * -# NEMagnitudePhaseKernel * */ class NEHOGGradient : public IFunction { public: /** Default constructor */ NEHOGGradient(std::shared_ptr memory_manager = nullptr); /** Initialise the function's source, destinations, phase type and border mode * * @param[in, out] input Input tensor. Data type supported: U8. * (Written to only for @p border_mode != UNDEFINED) * @param[out] output_magnitude Output tensor (magnitude). Data type supported: U16. * @param[out] output_phase Output tensor.(phase). Format supported: U8 * @param[in] phase_type Type of @ref PhaseType * @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(ITensor *input, ITensor *output_magnitude, ITensor *output_phase, PhaseType phase_type, BorderMode border_mode, uint8_t constant_border_value = 0); // Inherited method overridden: void run() override; private: MemoryGroup _memory_group; NEDerivative _derivative; std::unique_ptr _mag_phase; Tensor _gx; Tensor _gy; }; } #endif /*__ARM_COMPUTE_NEHOGGRADIENT_H__ */