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authorAnthony Barbier <anthony.barbier@arm.com>2017-09-04 18:44:23 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-09-17 13:03:09 +0100
commit6ff3b19ee6120edf015fad8caab2991faa3070af (patch)
treea7a6dcd16dfd56d79fa1b56a313caeebcc939b68 /arm_compute/runtime/NEON/functions/NEHarrisCorners.h
downloadComputeLibrary-6ff3b19ee6120edf015fad8caab2991faa3070af.tar.gz
COMPMID-344 Updated doxygen
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae
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+/*
+ * Copyright (c) 2016, 2017 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_NEHARRISCORNERS_H__
+#define __ARM_COMPUTE_NEHARRISCORNERS_H__
+
+#include "arm_compute/core/CPP/kernels/CPPCornerCandidatesKernel.h"
+#include "arm_compute/core/CPP/kernels/CPPSortEuclideanDistanceKernel.h"
+#include "arm_compute/core/NEON/kernels/NEFillBorderKernel.h"
+#include "arm_compute/core/NEON/kernels/NEHarrisCornersKernel.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/Array.h"
+#include "arm_compute/runtime/IFunction.h"
+#include "arm_compute/runtime/NEON/functions/NENonMaximaSuppression3x3.h"
+#include "arm_compute/runtime/Tensor.h"
+
+#include <cstdint>
+#include <memory>
+
+namespace arm_compute
+{
+class ITensor;
+using IImage = ITensor;
+
+/** Basic function to execute harris corners detection. This function calls the following NEON kernels and functions:
+ *
+ * -# @ref NESobel3x3 (if gradient_size == 3) or<br/>
+ * @ref NESobel5x5 (if gradient_size == 5) or<br/>
+ * @ref NESobel7x7 (if gradient_size == 7)
+ * -# @ref NEFillBorderKernel
+ * -# NEHarrisScoreKernel<3> (if block_size == 3) or<br/>
+ * NEHarrisScoreKernel<5> (if block_size == 5) or<br/>
+ * NEHarrisScoreKernel<7> (if block_size == 7)
+ * -# @ref NENonMaximaSuppression3x3
+ * -# @ref CPPCornerCandidatesKernel
+ * -# @ref CPPSortEuclideanDistanceKernel
+ *
+ */
+class NEHarrisCorners : public IFunction
+{
+public:
+ /** Constructor
+ *
+ * Initialize _sobel, _harris_score and _corner_list to nullptr.
+ */
+ NEHarrisCorners();
+ /** Initialize the function's source, destination, conv and border_mode.
+ *
+ * @param[in, out] input Source image. Data type supported: U8. (Written to only for @p border_mode != UNDEFINED)
+ * @param[in] threshold Minimum threshold with which to eliminate Harris Corner scores (computed using the normalized Sobel kernel).
+ * @param[in] min_dist Radial Euclidean distance for the euclidean diatance stage
+ * @param[in] sensitivity Sensitivity threshold k from the Harris-Stephens equation
+ * @param[in] gradient_size The gradient window size to use on the input. The implementation supports 3, 5, and 7
+ * @param[in] block_size The block window size used to compute the Harris Corner score. The implementation supports 3, 5, and 7.
+ * @param[out] corners Array of keypoints to store the results.
+ * @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.
+ * @param[in] use_fp16 (Optional) If true the FP16 kernels will be used. If false F32 kernels are used.
+ */
+ void configure(IImage *input, float threshold, float min_dist, float sensitivity,
+ int32_t gradient_size, int32_t block_size, KeyPointArray *corners,
+ BorderMode border_mode, uint8_t constant_border_value = 0, bool use_fp16 = false);
+
+ // Inherited methods overridden:
+ void run() override;
+
+private:
+ std::unique_ptr<IFunction> _sobel; /**< Sobel function */
+ std::unique_ptr<INEHarrisScoreKernel> _harris_score; /**< Harris score kernel */
+ NENonMaximaSuppression3x3 _non_max_suppr; /**< Non-maxima suppression function */
+ CPPCornerCandidatesKernel _candidates; /**< Sort kernel */
+ CPPSortEuclideanDistanceKernel _sort_euclidean; /**< Euclidean distance kernel */
+ NEFillBorderKernel _border_gx; /**< Border handler before running harris score */
+ NEFillBorderKernel _border_gy; /**< Border handler before running harris score */
+ Image _gx; /**< Source image - Gx component */
+ Image _gy; /**< Source image - Gy component */
+ Image _score; /**< Source image - Harris score */
+ Image _nonmax; /**< Source image - Non-Maxima suppressed image */
+ std::unique_ptr<InternalKeypoint[]> _corners_list; /**< Array of InternalKeypoint. It stores the potential corner candidates */
+ int32_t _num_corner_candidates; /**< Number of potential corner candidates */
+};
+}
+#endif /*__ARM_COMPUTE_NEHARRISCORNERS_H__ */