/* * 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_NEOPTICALFLOW_H__ #define __ARM_COMPUTE_NEOPTICALFLOW_H__ #include "arm_compute/core/IArray.h" #include "arm_compute/core/NEON/kernels/NELKTrackerKernel.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/NEScharr3x3.h" #include "arm_compute/runtime/Tensor.h" #include #include #include namespace arm_compute { class Pyramid; /** Array of LK Internel Keypoints */ using LKInternalKeypointArray = Array; /** Basic function to execute optical flow. This function calls the following NEON kernels and functions: * * -# @ref NEScharr3x3 * -# @ref NELKTrackerKernel * */ class NEOpticalFlow : public IFunction { public: /** Constructor * * @param[in] memory_manager (Optional) Memory manager. */ NEOpticalFlow(std::shared_ptr memory_manager = nullptr); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEOpticalFlow(const NEOpticalFlow &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEOpticalFlow &operator=(const NEOpticalFlow &) = delete; /** Initialise the function input and output * * @param[in] old_pyramid Pointer to the pyramid for the old tensor. Data type supported U8 * @param[in] new_pyramid Pointer to the pyramid for the new tensor. Data type supported U8 * @param[in] old_points Pointer to the IKeyPointArray storing old key points * @param[in] new_points_estimates Pointer to the IKeyPointArray storing new estimates key points * @param[out] new_points Pointer to the IKeyPointArray storing new key points * @param[in] termination The criteria to terminate the search of each keypoint. * @param[in] epsilon The error for terminating the algorithm * @param[in] num_iterations The maximum number of iterations before terminate the alogrithm * @param[in] window_dimension The size of the window on which to perform the algorithm * @param[in] use_initial_estimate The flag to indicate whether the initial estimated position should be used * @param[in] border_mode The border mode applied at scharr kernel stage * @param[in] constant_border_value (Optional) Constant value to use for borders if border_mode is set to CONSTANT * */ void configure(const Pyramid *old_pyramid, const Pyramid *new_pyramid, const IKeyPointArray *old_points, const IKeyPointArray *new_points_estimates, IKeyPointArray *new_points, Termination termination, float epsilon, unsigned int num_iterations, size_t window_dimension, bool use_initial_estimate, BorderMode border_mode, uint8_t constant_border_value = 0); // Inherited methods overridden: void run() override; private: MemoryGroup _memory_group; std::vector _func_scharr; std::vector _kernel_tracker; std::vector _scharr_gx; std::vector _scharr_gy; IKeyPointArray *_new_points; const IKeyPointArray *_new_points_estimates; const IKeyPointArray *_old_points; LKInternalKeypointArray _new_points_internal; LKInternalKeypointArray _old_points_internal; unsigned int _num_levels; }; } // namespace arm_compute #endif /*__ARM_COMPUTE_NEOPTICALFLOW_H__ */