/* * 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_CLOPTICALFLOW_H__ #define __ARM_COMPUTE_CLOPTICALFLOW_H__ #include "arm_compute/core/CL/kernels/CLLKTrackerKernel.h" #include "arm_compute/core/IArray.h" #include "arm_compute/core/Types.h" #include "arm_compute/runtime/CL/CLArray.h" #include "arm_compute/runtime/CL/CLMemoryGroup.h" #include "arm_compute/runtime/CL/CLTensor.h" #include "arm_compute/runtime/CL/functions/CLScharr3x3.h" #include "arm_compute/runtime/IFunction.h" #include "arm_compute/runtime/IMemoryManager.h" #include #include #include namespace arm_compute { class CLPyramid; /** OpenCL Array of Internal Keypoints */ using CLLKInternalKeypointArray = CLArray; /** OpenCL Array of Coefficient Tables */ using CLCoefficientTableArray = CLArray; /** OpenCL Array of Old Values */ using CLOldValueArray = CLArray; /** Basic function to execute optical flow. This function calls the following OpenCL kernels and functions: * * -# @ref CLScharr3x3 * -# @ref CLLKTrackerInitKernel * -# @ref CLLKTrackerStage0Kernel * -# @ref CLLKTrackerStage1Kernel * -# @ref CLLKTrackerFinalizeKernel */ class CLOpticalFlow : public IFunction { public: /** Default constructor */ CLOpticalFlow(std::shared_ptr memory_manager = nullptr); /** Prevent instances of this class from being copied (As this class contains pointers) */ CLOpticalFlow(const CLOpticalFlow &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ CLOpticalFlow &operator=(const CLOpticalFlow &) = delete; /** Allow instances of this class to be moved */ CLOpticalFlow(CLOpticalFlow &&) = default; /** Allow instances of this class to be moved */ CLOpticalFlow &operator=(CLOpticalFlow &&) = default; /** Initialise the function input and output * * @param[in] old_pyramid Pointer to the pyramid for the old tensor. Data types supported U8 * @param[in] new_pyramid Pointer to the pyramid for the new tensor. Data types 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 CLPyramid *old_pyramid, const CLPyramid *new_pyramid, const ICLKeyPointArray *old_points, const ICLKeyPointArray *new_points_estimates, ICLKeyPointArray *new_points, Termination termination, float epsilon, size_t 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: CLMemoryGroup _memory_group; std::unique_ptr _tracker_init_kernel; std::unique_ptr _tracker_stage0_kernel; std::unique_ptr _tracker_stage1_kernel; CLLKTrackerFinalizeKernel _tracker_finalize_kernel; std::unique_ptr _func_scharr; std::unique_ptr _scharr_gx; std::unique_ptr _scharr_gy; const ICLKeyPointArray *_old_points; const ICLKeyPointArray *_new_points_estimates; ICLKeyPointArray *_new_points; std::unique_ptr _old_points_internal; std::unique_ptr _new_points_internal; std::unique_ptr _coefficient_table; std::unique_ptr _old_values; size_t _num_levels; }; } #endif /*__ARM_COMPUTE_CLOPTICALFLOW_H__ */