1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121
|
/*
* Simd Library (http://ermig1979.github.io/Simd).
*
* Copyright (c) 2011-2021 Yermalayeu Ihar.
*
* 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 "Simd/SimdMemory.h"
#include "Simd/SimdResizer.h"
#include "Simd/SimdCopyPixel.h"
namespace Simd
{
namespace Base
{
ResizerNearest::ResizerNearest(const ResParam& param)
: Resizer(param)
, _pixelSize(0)
{
}
void ResizerNearest::EstimateIndex(size_t srcSize, size_t dstSize, size_t channelSize, size_t channels, int32_t* indices)
{
if (_param.method == SimdResizeMethodNearest)
{
float scale = (float)srcSize / dstSize;
for (size_t i = 0; i < dstSize; ++i)
{
float alpha = (i + 0.5f) * scale;
int index = RestrictRange((int)::floor(alpha), 0, (int)srcSize - 1);
for (size_t c = 0; c < channels; c++)
{
size_t offset = i * channels + c;
indices[offset] = (int32_t)((channels * index + c) * channelSize);
}
}
}
else if (_param.method == SimdResizeMethodNearestPytorch)
{
for (size_t i = 0; i < dstSize; ++i)
{
int index = RestrictRange((int)(i * srcSize / dstSize), 0, (int)srcSize - 1);
for (size_t c = 0; c < channels; c++)
{
size_t offset = i * channels + c;
indices[offset] = (int32_t)((channels * index + c) * channelSize);
}
}
}
else
assert(0);
}
void ResizerNearest::EstimateParams()
{
if (_pixelSize)
return;
_pixelSize = _param.PixelSize();
_iy.Resize(_param.dstH, false, _param.align);
EstimateIndex(_param.srcH, _param.dstH, 1, 1, _iy.data);
_ix.Resize(_param.dstW, false, _param.align);
EstimateIndex(_param.srcW, _param.dstW, _pixelSize, 1, _ix.data);
}
void ResizerNearest::Resize(const uint8_t* src, size_t srcStride, uint8_t* dst, size_t dstStride)
{
for (size_t dy = 0; dy < _param.dstH; dy++)
{
const uint8_t* srcRow = src + _iy[dy] * srcStride;
for (size_t dx = 0, offset = 0; dx < _param.dstW; dx++, offset += _pixelSize)
memcpy(dst + offset, srcRow + _ix[dx], _pixelSize);
dst += dstStride;
}
}
template<size_t N> void ResizerNearest::Resize(const uint8_t* src, size_t srcStride, uint8_t* dst, size_t dstStride)
{
for (size_t dy = 0; dy < _param.dstH; dy++)
{
const uint8_t * srcRow = src + _iy[dy] * srcStride;
for (size_t dx = 0, offset = 0; dx < _param.dstW; dx++, offset += N)
CopyPixel<N>(srcRow + _ix[dx], dst + offset);
dst += dstStride;
}
}
void ResizerNearest::Run(const uint8_t* src, size_t srcStride, uint8_t* dst, size_t dstStride)
{
EstimateParams();
switch (_pixelSize)
{
case 1: Resize<1>(src, srcStride, dst, dstStride); break;
case 2: Resize<2>(src, srcStride, dst, dstStride); break;
case 3: Resize<3>(src, srcStride, dst, dstStride); break;
case 4: Resize<4>(src, srcStride, dst, dstStride); break;
case 6: Resize<6>(src, srcStride, dst, dstStride); break;
case 8: Resize<8>(src, srcStride, dst, dstStride); break;
case 12: Resize<12>(src, srcStride, dst, dstStride); break;
default:
Resize(src, srcStride, dst, dstStride);
}
}
}
}
|