aboutsummaryrefslogtreecommitdiff
path: root/src/core/NEON/kernels/NEHarrisCornersKernel.h
diff options
context:
space:
mode:
Diffstat (limited to 'src/core/NEON/kernels/NEHarrisCornersKernel.h')
-rw-r--r--src/core/NEON/kernels/NEHarrisCornersKernel.h105
1 files changed, 105 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/NEHarrisCornersKernel.h b/src/core/NEON/kernels/NEHarrisCornersKernel.h
new file mode 100644
index 0000000000..4b794107a2
--- /dev/null
+++ b/src/core/NEON/kernels/NEHarrisCornersKernel.h
@@ -0,0 +1,105 @@
+/*
+ * Copyright (c) 2016-2020 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_NEHARRISCORNERSKERNEL_H
+#define ARM_COMPUTE_NEHARRISCORNERSKERNEL_H
+
+#include "arm_compute/core/CPP/kernels/CPPCornerCandidatesKernel.h"
+#include "arm_compute/core/CPP/kernels/CPPSortEuclideanDistanceKernel.h"
+#include "arm_compute/core/IArray.h"
+#include "src/core/NEON/INEKernel.h"
+
+#include <cstdint>
+
+namespace arm_compute
+{
+class ITensor;
+using IImage = ITensor;
+
+/** Common interface for all Harris Score kernels */
+class INEHarrisScoreKernel : public INEKernel
+{
+public:
+ /** Default constructor */
+ INEHarrisScoreKernel();
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ INEHarrisScoreKernel(const INEHarrisScoreKernel &) = delete;
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ INEHarrisScoreKernel &operator=(const INEHarrisScoreKernel &) = delete;
+ /** Allow instances of this class to be moved */
+ INEHarrisScoreKernel(INEHarrisScoreKernel &&) = default;
+ /** Allow instances of this class to be moved */
+ INEHarrisScoreKernel &operator=(INEHarrisScoreKernel &&) = default;
+ /** Default destructor */
+ ~INEHarrisScoreKernel() = default;
+
+public:
+ /** Setup the kernel parameters
+ *
+ * @param[in] input1 Source image (gradient X). Data types supported: S16/S32
+ * @param[in] input2 Source image (gradient Y). Data types supported: same as @ input1
+ * @param[out] output Destination image (harris score). Data types supported: F32
+ * @param[in] norm_factor Normalization factor to use accordingly with the gradient size (Must be different from 0)
+ * @param[in] strength_thresh Minimum threshold with which to eliminate Harris Corner scores (computed using the normalized Sobel kernel).
+ * @param[in] sensitivity Sensitivity threshold k from the Harris-Stephens equation
+ * @param[in] border_undefined True if the border mode is undefined. False if it's replicate or constant.
+ */
+ virtual void configure(const IImage *input1, const IImage *input2, IImage *output, float norm_factor, float strength_thresh, float sensitivity, bool border_undefined) = 0;
+
+protected:
+ const IImage *_input1; /**< Source image - Gx component */
+ const IImage *_input2; /**< Source image - Gy component */
+ IImage *_output; /**< Source image - Harris score */
+ float _sensitivity; /**< Sensitivity value */
+ float _strength_thresh; /**< Threshold value */
+ float _norm_factor; /**< Normalization factor */
+ BorderSize _border_size; /**< Border size */
+};
+
+/** Template NEON kernel to perform Harris Score.
+ * The implementation supports 3, 5, and 7 for the block_size
+ */
+template <int32_t block_size>
+class NEHarrisScoreKernel : public INEHarrisScoreKernel
+{
+public:
+ const char *name() const override
+ {
+ return "NEHarrisScoreKernel";
+ }
+ /** Default constructor */
+ NEHarrisScoreKernel();
+ // Inherited methods overridden:
+ void configure(const IImage *input1, const IImage *input2, IImage *output, float norm_factor, float strength_thresh, float sensitivity, bool border_undefined) override;
+ BorderSize border_size() const override;
+ void run(const Window &window, const ThreadInfo &info) override;
+
+private:
+ /** Common signature for all the specialised harris score functions */
+ using HarrisScoreFunction = void(const void *__restrict input1_ptr, const void *__restrict input2_ptr, void *__restrict output_ptr, int32_t input_stride,
+ float norm_factor, float sensitivity, float strength_thresh);
+ /** Harris Score function to use for the particular image types passed to configure() */
+ HarrisScoreFunction *_func;
+};
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_NEHARRISCORNERSKERNEL_H */