1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
|
/*=========================================================================
Program: Insight Segmentation & Registration Toolkit
Module: ExpectationMaximizationValidationApp.h
Language: C++
Date: $Date$
Version: $Revision$
Copyright (c) Insight Software Consortium. All rights reserved.
See ITKCopyright.txt or http://www.itk.org/HTML/Copyright.htm for details.
This software is distributed WITHOUT ANY WARRANTY; without even
the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
PURPOSE. See the above copyright notices for more information.
=========================================================================*/
#ifndef __ExpectationMaximizationValidationApp_h
#define __ExpectationMaximizationValidationApp_h
#include "StatisticalClusteringValidationAppBase.h"
#include "ExpectationMaximizationClusteringMethod.h"
template< class TPixel, unsigned int VMeasurementVectorSize >
class ExpectationMaximizationValidationApp :
public StatisticalClusteringValidationAppBase< TPixel, VMeasurementVectorSize >
{
public:
ExpectationMaximizationValidationApp() ;
~ExpectationMaximizationValidationApp() ;
typedef StatisticalClusteringValidationAppBase< TPixel, VMeasurementVectorSize > Superclass ;
typedef typename Superclass::ParametersType ParametersType ;
typedef typename Superclass::SampleGeneratorType SampleGeneratorType ;
typedef ExpectationMaximizationClusteringMethod< typename SampleGeneratorType::SubsampleType,
typename SampleGeneratorType::HistogramType >
ClusteringMethodType ;
protected:
void GenerateSample() ;
void PrepareInputParameterFilter() ;
void PrepareOutputParameterTableHeader() ;
void StartClustering(ParametersType& params) ;
void MapClusterToClass() ;
void PutResult(unsigned int caseNo) ;
ClusteringMethodType m_ClusteringMethod ;
} ; // end of class
#ifndef ITK_MANUAL_INSTANTIATION
#include "ExpectationMaximizationValidationApp.txx"
#endif
#endif
|
