SimpleITK  
sitkScalarImageKmeansImageFilter.h
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1/*=========================================================================
2*
3* Copyright NumFOCUS
4*
5* Licensed under the Apache License, Version 2.0 (the "License");
6* you may not use this file except in compliance with the License.
7* You may obtain a copy of the License at
8*
9* http://www.apache.org/licenses/LICENSE-2.0.txt
10*
11* Unless required by applicable law or agreed to in writing, software
12* distributed under the License is distributed on an "AS IS" BASIS,
13* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14* See the License for the specific language governing permissions and
15* limitations under the License.
16*
17*=========================================================================*/
18#ifndef sitkScalarImageKmeansImageFilter_h
19#define sitkScalarImageKmeansImageFilter_h
20
21/*
22 * WARNING: DO NOT EDIT THIS FILE!
23 * THIS FILE IS AUTOMATICALLY GENERATED BY THE SIMPLEITK BUILD PROCESS.
24 * Please look at sitkImageFilterTemplate.h.in to make changes.
25 */
26
27#include <memory>
28
29#include "sitkBasicFilters.h"
30#include "sitkImageFilter.h"
31
32namespace itk::simple {
33
55 public:
57
60
64
67\
68
71 SITK_RETURN_SELF_TYPE_HEADER SetClassWithInitialMean ( std::vector<double> ClassWithInitialMean ) { this->m_ClassWithInitialMean = ClassWithInitialMean; return *this; }
72
75 std::vector<double> GetClassWithInitialMean() const { return this->m_ClassWithInitialMean; }\
76
80 SITK_RETURN_SELF_TYPE_HEADER SetUseNonContiguousLabels ( bool UseNonContiguousLabels ) { this->m_UseNonContiguousLabels = UseNonContiguousLabels; return *this; }
81
83 SITK_RETURN_SELF_TYPE_HEADER UseNonContiguousLabelsOn() { return this->SetUseNonContiguousLabels(true); }
84 SITK_RETURN_SELF_TYPE_HEADER UseNonContiguousLabelsOff() { return this->SetUseNonContiguousLabels(false); }
85
96 std::vector<double> GetFinalMeans() const { return this->m_FinalMeans; };
97
98
100 std::string GetName() const { return std::string ("ScalarImageKmeansImageFilter"); }
101
103 std::string ToString() const;
104
105
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108 Image Execute ( const Image& image1 );
109
110 private:
111
113
114 using MemberFunctionType = Image (Self::*)( const Image& image1 );
115 template <class TImageType> Image ExecuteInternal ( const Image& image1 );
116
117
119
120 std::unique_ptr<detail::MemberFunctionFactory<MemberFunctionType> > m_MemberFactory;
121
122
123 std::vector<double> m_ClassWithInitialMean{std::vector<double>()};
124
125 /* */
127
128 /* Docs */
129 std::vector<double> m_FinalMeans{std::vector<double>()};
130
131
132 };
133
143
144 SITKBasicFilters_EXPORT Image ScalarImageKmeans ( const Image& image1, std::vector<double> classWithInitialMean = std::vector<double>(), bool useNonContiguousLabels = false );
145
147}
148#endif
The Image class for SimpleITK.
Definition sitkImage.h:77
Self & SetUseNonContiguousLabels(bool UseNonContiguousLabels)
Image ExecuteInternal(const Image &image1)
std::unique_ptr< detail::MemberFunctionFactory< MemberFunctionType > > m_MemberFactory
Image Execute(const Image &image1)
Self & SetClassWithInitialMean(std::vector< double > ClassWithInitialMean)
typelist2::typelist< BasicPixelID< int8_t >, BasicPixelID< uint8_t >, BasicPixelID< int16_t >, BasicPixelID< uint16_t >, BasicPixelID< int32_t >, BasicPixelID< uint32_t >, BasicPixelID< float >, BasicPixelID< double > > BasicPixelIDTypeList
Image ScalarImageKmeans(const Image &image1, std::vector< double > classWithInitialMean=std::vector< double >(), bool useNonContiguousLabels=false)
Classifies the intensity values of a scalar image using the K-Means algorithm.
#define SITKBasicFilters_EXPORT