/* * 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. */ #include "arm_compute/runtime/NEON/functions/NEFastCorners.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/ITensor.h" #include "arm_compute/core/NEON/kernels/NEFillBorderKernel.h" #include "arm_compute/core/PixelValue.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/Validate.h" #include "arm_compute/runtime/Array.h" #include "arm_compute/runtime/NEON/NEScheduler.h" #include "arm_compute/runtime/TensorAllocator.h" using namespace arm_compute; NEFastCorners::NEFastCorners(std::shared_ptr memory_manager) : _memory_group(std::move(memory_manager)), _fast_corners_kernel(), _border_handler(), _nonmax_kernel(), _fill_kernel(), _output(), _suppressed(), _non_max(false) { } void NEFastCorners::configure(IImage *input, float threshold, bool nonmax_suppression, KeyPointArray *corners, BorderMode border_mode, uint8_t constant_border_value) { ARM_COMPUTE_ERROR_ON_TENSOR_NOT_2D(input); ARM_COMPUTE_ERROR_ON(BorderMode::UNDEFINED != border_mode); ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8); ARM_COMPUTE_ERROR_ON(nullptr == corners); ARM_COMPUTE_ERROR_ON(threshold < 1 && threshold > 255); _non_max = nonmax_suppression; TensorInfo tensor_info(input->info()->tensor_shape(), Format::U8); _output.allocator()->init(tensor_info); _memory_group.manage(&_output); // If border is UNDEFINED _fast_corners_kernel will operate in xwindow (3, // width - 3) and ywindow (3, height -3) so the output image will leave the // pixels on the borders unchanged. This is reflected in the valid region // of the output. The non maxima suppression is only run on the valid // pixels. _fast_corners_kernel.configure(input, &_output, threshold, nonmax_suppression, BorderMode::UNDEFINED == border_mode); _border_handler.configure(input, _fast_corners_kernel.border_size(), border_mode, constant_border_value); if(!_non_max) { _fill_kernel.configure(&_output, 1 /* we keep all texels >0 */, corners); } else { _suppressed.allocator()->init(tensor_info); _memory_group.manage(&_suppressed); _nonmax_kernel.configure(&_output, &_suppressed, BorderMode::UNDEFINED == border_mode); _fill_kernel.configure(&_suppressed, 1 /* we keep all texels >0 */, corners); // Allocate intermediate tensors _suppressed.allocator()->allocate(); } // Allocate intermediate tensors _output.allocator()->allocate(); } void NEFastCorners::run() { NEScheduler::get().schedule(&_border_handler, Window::DimZ); MemoryGroupResourceScope scope_mg(_memory_group); NEScheduler::get().schedule(&_fast_corners_kernel, Window::DimY); if(_non_max) { NEScheduler::get().schedule(&_nonmax_kernel, Window::DimY); } NEScheduler::get().schedule(&_fill_kernel, Window::DimY); }