mds::seg::CTetraMembershipFCM2 Class Reference

#include <mdsTetraMembershipFCM2.h>

Inheritance diagram for mds::seg::CTetraMembershipFCM2:

[legend]List of all members.

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Detailed Description

Region membership function.

• Fuzzy c-Means (FCM) clustering algorithm.
• Modified approach which classifies predefined sub-regions instead of tetrahedra.

Public Types
typedef std::vector< CTetraFeatures >	tSubRegions
	Vector of image features extracted for every sub-region.
Public Member Functions
	CTetraMembershipFCM2 (tSubRegions &SubRegions, double dWeight)
	Default constructor.
virtual bool	operator() (vctl::MCTetra *pFirstTetrahedron, mds::tSize NumOfClasses)
	Computes membership function of all tetrahedra in a given list.
virtual bool	operator() (vctl::MCTetra *pFirstTetrahedron)
	Computes membership function of all tetrahedra in a given list.
virtual	~CTetraMembershipFCM2 ()
	Virtual destructor.
Protected Types
typedef mds::base::CSTLContainer< tSubRegions >	tContainer
	Wrapped STL container.
Protected Attributes
mds::math::CFuzzyCMeans< tContainer, NUM_OF_FEATURES >	m_FCM
	Used clustering algorithm.
tSubRegions &	m_SubRegions
	Reference to the vector of image features.

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Member Typedef Documentation

typedef mds::base::CSTLContainer<tSubRegions> mds::seg::CTetraMembershipFCM2::tContainer [protected]

Wrapped STL container.

typedef std::vector<CTetraFeatures> mds::seg::CTetraMembershipFCM2::tSubRegions

Vector of image features extracted for every sub-region.

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Constructor & Destructor Documentation

mds::seg::CTetraMembershipFCM2::CTetraMembershipFCM2 (  tSubRegions &  SubRegions, double  dWeight )

Default constructor.

virtual mds::seg::CTetraMembershipFCM2::~CTetraMembershipFCM2 (   )  [inline, virtual]

Virtual destructor.

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Member Function Documentation

bool mds::seg::CTetraMembershipFCM2::operator() (  vctl::MCTetra *  pFirstTetrahedron, mds::tSize  NumOfClasses )  [virtual]

Computes membership function of all tetrahedra in a given list. Predefined number of clusters. Return false on failure.

bool mds::seg::CTetraMembershipFCM2::operator() (  vctl::MCTetra *  pFirstTetrahedron  )  [virtual]

Computes membership function of all tetrahedra in a given list. Return false on failure. Implements mds::seg::CTetraMembershipFunc.

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Member Data Documentation

mds::math::CFuzzyCMeans<tContainer, NUM_OF_FEATURES> mds::seg::CTetraMembershipFCM2::m_FCM [protected]

Used clustering algorithm.

tSubRegions& mds::seg::CTetraMembershipFCM2::m_SubRegions [protected]

Reference to the vector of image features.

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The documentation for this class was generated from the following files:

• mdsTetraMembershipFCM2.h
• mdsTetraMembershipFCM2.cpp

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