NumCpp  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
nearest2d.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> nearest2d(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  fillCorners(outArray, inBoundarySize);
65 
66  for (uint32 row = 0; row < inBoundarySize; ++row)
67  {
68  // bottom
69  outArray.put(row,
70  Slice(inBoundarySize, inBoundarySize + inShape.cols),
71  inImage(0, Slice(0, inShape.cols)));
72 
73  // top
74  outArray.put(row + inBoundarySize + inShape.rows,
75  Slice(inBoundarySize, inBoundarySize + inShape.cols),
76  inImage(inShape.rows - 1, Slice(0, inShape.cols)));
77  }
78 
79  for (uint32 col = 0; col < inBoundarySize; ++col)
80  {
81  // left
82  outArray.put(Slice(inBoundarySize, inBoundarySize + inShape.rows),
83  col,
84  inImage(Slice(0, inShape.rows), 0));
85 
86  // right
87  outArray.put(Slice(inBoundarySize, inBoundarySize + inShape.rows),
88  col + inBoundarySize + inShape.cols,
89  inImage(Slice(0, inShape.rows), inShape.cols - 1));
90  }
91 
92  return outArray;
93  }
94  } // namespace boundary
95  } // namespace filter
96 } // 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 > nearest2d(const NdArray< dtype > &inImage, uint32 inBoundarySize)
Definition: nearest2d.hpp:52
void fillCorners(NdArray< dtype > &inArray, uint32 inBorderWidth)
Definition: fillCorners.hpp:50
Definition: Coordinate.hpp:45
std::uint32_t uint32
Definition: Types.hpp:40