aboutsummaryrefslogtreecommitdiff
path: root/arm_compute/runtime/NEON/functions/NELaplacianReconstruct.h
diff options
context:
space:
mode:
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/NELaplacianReconstruct.h
downloadComputeLibrary-6ff3b19ee6120edf015fad8caab2991faa3070af.tar.gz
COMPMID-344 Updated doxygen
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae
Diffstat (limited to 'arm_compute/runtime/NEON/functions/NELaplacianReconstruct.h')
-rw-r--r--arm_compute/runtime/NEON/functions/NELaplacianReconstruct.h91
1 files changed, 91 insertions, 0 deletions
diff --git a/arm_compute/runtime/NEON/functions/NELaplacianReconstruct.h b/arm_compute/runtime/NEON/functions/NELaplacianReconstruct.h
new file mode 100644
index 0000000000..4139733499
--- /dev/null
+++ b/arm_compute/runtime/NEON/functions/NELaplacianReconstruct.h
@@ -0,0 +1,91 @@
+/*
+ * 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_NELAPLACIANRECONSTRUCT_H__
+#define __ARM_COMPUTE_NELAPLACIANRECONSTRUCT_H__
+
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/IFunction.h"
+#include "arm_compute/runtime/NEON/functions/NEArithmeticAddition.h"
+#include "arm_compute/runtime/NEON/functions/NEDepthConvert.h"
+#include "arm_compute/runtime/NEON/functions/NEScale.h"
+#include "arm_compute/runtime/Pyramid.h"
+
+#include <cstdint>
+#include <memory>
+
+namespace arm_compute
+{
+class ITensor;
+using IImage = ITensor;
+
+/** Basic function to execute laplacian reconstruction. This function calls the following NEON kernels and functions:
+ *
+ * -# @ref NEArithmeticAddition
+ * -# @ref NEScale
+ * -# @ref NEDepthConvert
+ *
+ * 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 NELaplacianReconstruct : public IFunction
+{
+public:
+ /** Constructor */
+ NELaplacianReconstruct();
+ /** 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 type supported at each level: S16.
+ * @param[in] input Source tensor. Data type supported: S16.
+ * @param[out] output Output tensor. Data type 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 IPyramid *pyramid, const ITensor *input, ITensor *output, BorderMode border_mode, uint8_t constant_border_value);
+
+ // Inherited methods overridden:
+ void run() override;
+
+private:
+ Pyramid _tmp_pyr;
+ std::unique_ptr<NEArithmeticAddition[]> _addf;
+ std::unique_ptr<NEScale[]> _scalef;
+ NEDepthConvert _depthf;
+};
+}
+#endif /*__ARM_COMPUTE_NELAPLACIANRECONSTRUCT_H__ */