NumCpp  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
mirror2d.hpp
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1 #pragma once
29 
31 #include "NumCpp/Core/Shape.hpp"
32 #include "NumCpp/Core/Slice.hpp"
33 #include "NumCpp/Core/Types.hpp"
35 #include "NumCpp/NdArray.hpp"
36 
37 namespace nc
38 {
39  namespace filter
40  {
41  namespace boundary
42  {
43  //============================================================================
44  // Method Description:
51  template<typename dtype>
52  NdArray<dtype> mirror2d(const NdArray<dtype>& inImage, uint32 inBoundarySize)
53  {
55 
56  const Shape inShape = inImage.shape();
57  Shape outShape(inShape);
58  outShape.rows += inBoundarySize * 2;
59  outShape.cols += inBoundarySize * 2;
60 
61  NdArray<dtype> outArray(outShape);
62  outArray.put(Slice(inBoundarySize, inBoundarySize + inShape.rows),
63  Slice(inBoundarySize, inBoundarySize + inShape.cols), inImage);
64 
65  for (uint32 row = 0; row < inBoundarySize; ++row)
66  {
67  // bottom
68  outArray.put(row,
69  Slice(inBoundarySize, inBoundarySize + inShape.cols),
70  inImage(inBoundarySize - row, Slice(0, inShape.cols)));
71 
72  // top
73  outArray.put(row + inBoundarySize + inShape.rows,
74  Slice(inBoundarySize, inBoundarySize + inShape.cols),
75  inImage(inShape.rows - row - 2, Slice(0, inShape.cols)));
76  }
77 
78  for (uint32 col = 0; col < inBoundarySize; ++col)
79  {
80  // left
81  outArray.put(Slice(inBoundarySize, inBoundarySize + inShape.rows),
82  col,
83  inImage(Slice(0, inShape.rows), inBoundarySize - col));
84 
85  // right
86  outArray.put(Slice(inBoundarySize, inBoundarySize + inShape.rows),
87  col + inBoundarySize + inShape.cols,
88  inImage(Slice(0, inShape.rows), inShape.cols - col - 2));
89  }
90 
91  // now fill in the corners
92  NdArray<dtype> lowerLeft = flipud(outArray(Slice(inBoundarySize + 1, 2 * inBoundarySize + 1),
93  Slice(0, inBoundarySize)));
94  NdArray<dtype> lowerRight = flipud(outArray(Slice(inBoundarySize + 1, 2 * inBoundarySize + 1),
95  Slice(outShape.cols - inBoundarySize, outShape.cols)));
96 
97  const uint32 upperRowStart = outShape.rows - 2 * inBoundarySize - 1;
98  NdArray<dtype> upperLeft = flipud(outArray(Slice(upperRowStart, upperRowStart + inBoundarySize),
99  Slice(0, inBoundarySize)));
100  NdArray<dtype> upperRight = flipud(outArray(Slice(upperRowStart, upperRowStart + inBoundarySize),
101  Slice(outShape.cols - inBoundarySize, outShape.cols)));
102 
103  outArray.put(Slice(0, inBoundarySize), Slice(0, inBoundarySize), lowerLeft);
104  outArray.put(Slice(0, inBoundarySize), Slice(outShape.cols - inBoundarySize, outShape.cols), lowerRight);
105  outArray.put(Slice(outShape.rows - inBoundarySize, outShape.rows),
106  Slice(0, inBoundarySize), upperLeft);
107  outArray.put(Slice(outShape.rows - inBoundarySize, outShape.rows),
108  Slice(outShape.cols - inBoundarySize, outShape.cols), upperRight);
109 
110  return outArray;
111  }
112  } // namespace boundary
113  } // namespace filter
114 } // namespace nc
#define STATIC_ASSERT_ARITHMETIC(dtype)
Definition: StaticAsserts.hpp:37
Holds 1D and 2D arrays, the main work horse of the NumCpp library.
Definition: NdArrayCore.hpp:72
NdArray< dtype > & put(int32 inIndex, value_type inValue)
Definition: NdArrayCore.hpp:3666
Shape shape() const noexcept
Definition: NdArrayCore.hpp:4283
A Shape Class for NdArrays.
Definition: Core/Shape.hpp:41
uint32 rows
Definition: Core/Shape.hpp:44
uint32 cols
Definition: Core/Shape.hpp:45
A Class for slicing into NdArrays.
Definition: Slice.hpp:44
NdArray< dtype > mirror2d(const NdArray< dtype > &inImage, uint32 inBoundarySize)
Definition: mirror2d.hpp:52
Definition: Coordinate.hpp:45
NdArray< dtype > flipud(const NdArray< dtype > &inArray)
Definition: flipud.hpp:46
std::uint32_t uint32
Definition: Types.hpp:40