/* * Copyright (c) 2017-2019 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_CLLAPLACIANPYRAMID_H__ #define __ARM_COMPUTE_CLLAPLACIANPYRAMID_H__ #include "arm_compute/core/Types.h" #include "arm_compute/runtime/CL/CLPyramid.h" #include "arm_compute/runtime/CL/functions/CLDepthConvertLayer.h" #include "arm_compute/runtime/CL/functions/CLElementwiseOperations.h" #include "arm_compute/runtime/CL/functions/CLGaussian5x5.h" #include "arm_compute/runtime/CL/functions/CLGaussianPyramid.h" #include "arm_compute/runtime/IFunction.h" #include #include #include namespace arm_compute { class ICLTensor; /** Basic function to execute laplacian pyramid. This function calls the following OpenCL kernels and functions: * * -# @ref CLGaussianPyramidHalf * -# @ref CLGaussian5x5 * -# @ref CLArithmeticSubtraction * * First a Gaussian pyramid is created. Then, for each level i, the corresponding tensor I(i) is blurred with the Gaussian 5x5 filter, and then * difference between the two tensors is the corresponding level L(i) of the Laplacian pyramid. * L(i) = I(i) - Gaussian5x5(I(i)) * Level 0 has always the same first two dimensions as the input tensor. */ class CLLaplacianPyramid : public IFunction { public: /** Constructor */ CLLaplacianPyramid(); /** Initialise the function's source, destinations and border mode. * * @param[in] input Source tensor. Data types supported: U8. * @param[out] pyramid Destination pyramid tensors, Data types supported at each level: S16. * @param[out] output The lowest resolution tensor necessary to reconstruct the input tensor from the pyramid. Data types supported: S16. * The first two dimensions of this tensor must match the first two dimensions of the tensor in the last level of the pyramid, that is: * output.width = input.width() / pow(2,pyramid_levels-1) and out.height = in.height() / pow(2,pyramid_levels-1) * @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(ICLTensor *input, CLPyramid *pyramid, ICLTensor *output, BorderMode border_mode, uint8_t constant_border_value); // Inherited methods overridden: void run() override; private: size_t _num_levels; CLGaussianPyramidHalf _gaussian_pyr_function; std::vector _convf; std::vector _subf; CLDepthConvertLayer _depth_function; CLPyramid _gauss_pyr; CLPyramid _conv_pyr; }; } #endif /*__ARM_COMPUTE_CLLAPLACIANPYRAMID_H__ */