/* * 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_CLLAPLACIANRECONSTRUCT_H__ #define __ARM_COMPUTE_CLLAPLACIANRECONSTRUCT_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/CLScale.h" #include "arm_compute/runtime/IFunction.h" #include #include namespace arm_compute { class ICLTensor; using ICLImage = ICLTensor; /** Basic function to execute laplacian reconstruction. This function calls the following OpenCL kernels and functions: * * -# @ref CLArithmeticAddition * -# @ref CLScale * -# @ref CLDepthConvertLayer * * This function reconstructs the original image from a Laplacian Image Pyramid. * * The input image is added to the last level of the Laplacian pyramid L(n-2), the resulting image is upsampled to the * resolution of the next pyramid level. * * I(n-2) = upsample( input + L(n-1) * * For each pyramid level i, except i=0 and i=n-1: * I(i-1) = upsample(I(i) + L(i)) * * output = I(0) + L(0) */ class CLLaplacianReconstruct : public IFunction { public: /** Constructor */ CLLaplacianReconstruct(); /** Initialise the function's source, destinations and border mode. * * The Output image must have the same size as the first level of the pyramid. * The Input image must have the same size as the last level of the pyramid. * * The idea is to reconstuct the original hi-res image from a low-res representation of it and the laplacian pyramid. * * @param[in] pyramid Laplacian pyramid tensors, Data types supported at each level: S16. * @param[in] input Source tensor. Data types supported: S16. * @param[out] output Output tensor. Data types supported: U8. * @param[in] border_mode Border mode to use for the convolution. * @param[in] constant_border_value (Optional) Constant value to use for borders if border_mode is set to CONSTANT. * */ void configure(const CLPyramid *pyramid, ICLTensor *input, ICLTensor *output, BorderMode border_mode, uint8_t constant_border_value); // Inherited methods overridden: void run() override; private: CLPyramid _tmp_pyr; std::unique_ptr _addf; std::unique_ptr _scalef; CLDepthConvertLayer _depthf; }; } #endif /*__ARM_COMPUTE_CLLAPLACIANRECONSTRUCT_H__ */