NumCpp  2.8.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
rankFilter1d.hpp
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1 #pragma once
29 
30 #include "NumCpp/Core/Slice.hpp"
31 #include "NumCpp/Core/Types.hpp"
35 #include "NumCpp/NdArray.hpp"
36 
37 namespace nc
38 {
39  namespace filter
40  {
41  //============================================================================
42  // Method Description:
55  template<typename dtype>
57  uint32 inSize,
58  uint8 inRank,
59  Boundary inBoundaryType = Boundary::REFLECT,
60  dtype inConstantValue = 0)
61  {
62  NdArray<dtype> arrayWithBoundary =
63  boundary::addBoundary1d(inImageArray, inBoundaryType, inSize, inConstantValue);
64  NdArray<dtype> output(1, inImageArray.size());
65 
66  const uint32 boundarySize = inSize / 2; // integer division
67  const uint32 endPoint = boundarySize + inImageArray.size();
68 
69  for (uint32 i = boundarySize; i < endPoint; ++i)
70  {
71  NdArray<dtype> window = arrayWithBoundary[Slice(i - boundarySize, i + boundarySize + 1)];
72 
73  output[i - boundarySize] = sort(window)[inRank];
74  }
75 
76  return output;
77  }
78  } // namespace filter
79 } // namespace nc
Holds 1D and 2D arrays, the main work horse of the NumCpp library.
Definition: NdArrayCore.hpp:72
size_type size() const noexcept
Definition: NdArrayCore.hpp:4289
A Class for slicing into NdArrays.
Definition: Slice.hpp:44
NdArray< dtype > addBoundary1d(const NdArray< dtype > &inImage, Boundary inBoundaryType, uint32 inKernalSize, dtype inConstantValue=0)
Definition: addBoundary1d.hpp:60
NdArray< dtype > rankFilter1d(const NdArray< dtype > &inImageArray, uint32 inSize, uint8 inRank, Boundary inBoundaryType=Boundary::REFLECT, dtype inConstantValue=0)
Definition: rankFilter1d.hpp:56
Boundary
Boundary condition to apply to the image filter.
Definition: Boundary.hpp:38
Definition: Coordinate.hpp:45
NdArray< dtype > sort(const NdArray< dtype > &inArray, Axis inAxis=Axis::NONE)
Definition: sort.hpp:46
std::uint8_t uint8
Definition: Types.hpp:42
std::uint32_t uint32
Definition: Types.hpp:40