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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/core/NEON/kernels/NECannyEdgeKernel.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_NECANNYEDGEKERNEL_H__
+#define __ARM_COMPUTE_NECANNYEDGEKERNEL_H__
+
+#include "arm_compute/core/NEON/INEKernel.h"
+
+#include <cstdint>
+
+namespace arm_compute
+{
+class ITensor;
+
+/** Computes magnitude and quantised phase from inputs gradients. */
+class NEGradientKernel : public INEKernel
+{
+public:
+ /** Default constructor */
+ NEGradientKernel();
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEGradientKernel(const NEGradientKernel &) = delete;
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEGradientKernel &operator=(const NEGradientKernel &) = delete;
+ /** Allow instances of this class to be moved */
+ NEGradientKernel(NEGradientKernel &&) = default;
+ /** Allow instances of this class to be moved */
+ NEGradientKernel &operator=(NEGradientKernel &&) = default;
+ /** Default destructor */
+ virtual ~NEGradientKernel() = default;
+
+ /** Initialise the kernel's sources, destinations and border mode.
+ *
+ * @note gx, gy and magnitude must all be the same size (either 16 or 32)
+ *
+ * @param[in] gx Source tensor - Gx component. Data type supported: S16/S32.
+ * @param[in] gy Source tensor - Gy component. Data type supported: same as @p gx.
+ * @param[out] magnitude Destination tensor - Magnitude. Data type supported: U16 (if the data type of @p gx is S16) / U32 (if the data type of @p gx is S32).
+ * @param[out] phase Destination tensor - Quantized phase. Data type supported: U8.
+ * @param[in] norm_type Normalization type. If 1, L1-Norm otherwise L2-Norm
+ */
+ virtual void configure(const ITensor *gx, const ITensor *gy, ITensor *magnitude, ITensor *phase, int32_t norm_type);
+
+ // Inherited methods overridden:
+ void run(const Window &window) override;
+
+protected:
+ /** Common signature for all the specialised gradient functions
+ *
+ * @param[in] gx_ptr Pointer to the first input tensor.
+ * @param[in] gy_ptr Pointer to the second input tensor.
+ * @param[out] magnitude_ptr Pointer to the first output tensor
+ * @param[out] phase_ptr Pointer to the second output tensor
+ */
+ using GradientFunction = void(const void *__restrict gx_ptr, const void *__restrict gy_ptr, void *__restrict magnitude_ptr, void *__restrict phase_ptr);
+
+ GradientFunction *_func; /**< Gradient function to use for the particular tensor types passed to configure() */
+ const ITensor *_gx; /**< Source tensor - Gx component */
+ const ITensor *_gy; /**< Source tensor - Gy component */
+ ITensor *_magnitude; /**< Destination tensor - Magnitude */
+ ITensor *_phase; /**< Destination tensor - Quantized phase */
+};
+
+#ifdef ARM_COMPUTE_ENABLE_FP16
+/** NEON kernel to perform Gradient computation
+ */
+class NEGradientFP16Kernel : public NEGradientKernel
+{
+public:
+ // Inherited methods overriden:
+ void configure(const ITensor *gx, const ITensor *gy, ITensor *magnitude, ITensor *phase, int32_t norm_type) override;
+};
+#else /* ARM_COMPUTE_ENABLE_FP16 */
+using NEGradientFP16Kernel = NEGradientKernel;
+#endif /* ARM_COMPUTE_ENABLE_FP16 */
+
+/** NEON kernel to perform Non-Maxima suppression for Canny Edge.
+ *
+ * @note This kernel is meant to be used alongside CannyEdge and performs a non-maxima suppression using magnitude and phase of input
+ * to characterize points as possible edges. Thus, at the end, each point will be set to EDGE, NO_EDGE or MAYBE.
+ *
+ * @note Hysteresis is computed in @ref NEEdgeTraceKernel
+ */
+class NEEdgeNonMaxSuppressionKernel : public INEKernel
+{
+public:
+ /** Default constructor */
+ NEEdgeNonMaxSuppressionKernel();
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEEdgeNonMaxSuppressionKernel(const NEEdgeNonMaxSuppressionKernel &) = delete;
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEEdgeNonMaxSuppressionKernel &operator=(const NEEdgeNonMaxSuppressionKernel &) = delete;
+ /** Allow instances of this class to be moved */
+ NEEdgeNonMaxSuppressionKernel(NEEdgeNonMaxSuppressionKernel &&) = default;
+ /** Allow instances of this class to be moved */
+ NEEdgeNonMaxSuppressionKernel &operator=(NEEdgeNonMaxSuppressionKernel &&) = default;
+ /** Default destructor */
+ ~NEEdgeNonMaxSuppressionKernel() = default;
+
+ /** Initialise the kernel's sources, destination and border mode.
+ *
+ * @param[in] magnitude Source tensor - Magnitude. Data type supported: U16/U32.
+ * @param[in] phase Source tensor - Quantized phase. Data type supported: U8.
+ * @param[out] output Output tensor. Data type supported: U8. It will be filled with 0 for "no edge", 127 for "maybe", 255 for "edge"
+ * @param[in] upper_thr Upper threshold used for the hysteresis
+ * @param[in] lower_thr Lower threshold used for the hysteresis
+ * @param[in] border_undefined True if the border mode is undefined. False if it's replicate or constant.
+ */
+ void configure(const ITensor *magnitude, const ITensor *phase, ITensor *output, int32_t upper_thr, int32_t lower_thr, bool border_undefined);
+
+ // Inherited methods overridden:
+ void run(const Window &window) override;
+ BorderSize border_size() const override;
+
+private:
+ /** Common signature for all the specialised non-maxima suppression functions
+ *
+ * @param[in] magnitude_ptr Pointer to the first input tensor.
+ * @param[in] phase_ptr Pointer to the second input tensor.
+ * @param[out] output_ptr Pointer to the output tensor
+ * @param[in] stride_mag Stride of the magnitude tensor
+ * @param[in] upper_thr Upper threshold used for the hysteresis
+ * @param[in] lower_thr Lower threshold used for the hysteresis
+ */
+ using EdgeNonMaxSupprFunction = void(const void *__restrict magnitude_ptr, const void *__restrict phase_ptr, void *__restrict output_ptr, const uint32_t stride_mag, const int32_t upper_thr,
+ const int32_t lower_thr);
+
+ EdgeNonMaxSupprFunction *_func; /**< Non-Maxima suppression function to use for the particular tensor types passed to configure() */
+ const ITensor *_magnitude; /**< Source tensor - Magnitude */
+ const ITensor *_phase; /**< Source tensor - Quantized phase */
+ ITensor *_output; /**< Destination tensor */
+ int32_t _lower_thr; /**< Lower threshold used for the hysteresis */
+ int32_t _upper_thr; /**< Upper threshold used for the hysteresis */
+};
+
+/** NEON kernel to perform Edge tracing */
+class NEEdgeTraceKernel : public INEKernel
+{
+public:
+ /** Default constructor */
+ NEEdgeTraceKernel();
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEEdgeTraceKernel(const NEEdgeTraceKernel &) = delete;
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEEdgeTraceKernel &operator=(const NEEdgeTraceKernel &) = delete;
+ /** Allow instances of this class to be moved */
+ NEEdgeTraceKernel(NEEdgeTraceKernel &&) = default;
+ /** Allow instances of this class to be moved */
+ NEEdgeTraceKernel &operator=(NEEdgeTraceKernel &&) = default;
+ /** Default constructor */
+ ~NEEdgeTraceKernel() = default;
+
+ /** Initialise the kernel's source, destination and border mode.
+ *
+ * @param[in,out] input Source tensor. Data type supported: U8. Must contain 0 for "no edge", 127 for "maybe", 255 for "edge"
+ * @param[in,out] output Destination tensor. Data type supported: U8. Must be initialized to 0 (No edge).
+ */
+ void configure(ITensor *input, ITensor *output);
+
+ // Inherited methods overridden:
+ void run(const Window &window) override;
+ BorderSize border_size() const override;
+ bool is_parallelisable() const override;
+
+private:
+ ITensor *_input; /**< Source tensor */
+ ITensor *_output; /**< Destination tensor */
+};
+}
+#endif /* __ARM_COMPUTE_NECANNYEDGEKERNEL_H */