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.jinja to make changes.
25 */
26
27#include <memory>
28
29#include "sitkBasicFilters.h"
30#include "sitkImageFilter.h"
32
33namespace itk::simple {
34
61public:
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75
76
79 void
80 SetClassWithInitialMean(std::vector<double> ClassWithInitialMean )
81 { this->m_ClassWithInitialMean = ClassWithInitialMean; }
82
84 std::vector<double>
86
87
93 void
94 SetUseNonContiguousLabels(bool UseNonContiguousLabels )
95 { this->m_UseNonContiguousLabels = UseNonContiguousLabels; }
96
98 void
100 void
107 bool
109
110
117 std::vector<double> GetFinalMeans() const { return this->m_FinalMeans; }
118
120 std::string GetName() const { return std::string("ScalarImageKmeansImageFilter"); }
121
123 std::string ToString() const;
124
125
127 Image Execute(const Image &image1);
128
129
130private:
132 using MemberFunctionType = Image (Self::*)(const Image &image1);
133 template <class TImageType> Image ExecuteInternal(const Image &image1);
136
137
138 std::vector<double> m_ClassWithInitialMean{ std::vector<double>() };
139
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142
143
144 std::vector<double> m_FinalMeans{ std::vector<double>() };
145
146
147
148
149};
150
151
161 const Image &image1, std::vector<double> classWithInitialMean = std::vector<double>(), bool useNonContiguousLabels = false
162);
163
165
166}
167#endif
The Image class for SimpleITK.
Definition sitkImage.h:77
static const detail::MemberFunctionFactory< MemberFunctionType > & GetMemberFunctionFactory()
Image ExecuteInternal(const Image &image1)
void SetUseNonContiguousLabels(bool UseNonContiguousLabels)
Image Execute(const Image &image1)
void SetClassWithInitialMean(std::vector< double > ClassWithInitialMean)
A class used to instantiate and generate function object to templated member functions.
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