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OptMultiKMean Class Reference

#include <OptMultiKMean.hpp>

Inheritance diagram for OptMultiKMean:

[legend]Collaboration diagram for OptMultiKMean:

[legend]List of all members.

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Detailed Description

Optimal Multiple KMean.

Author:

Bernard De Cuyper

Version:

0.05

Date:

20/09/2002

 
Purpose:        Define the concept of Multiple KMean Classifier in which multivalue
            features are handled dependently.
                

@ Copyrights: Bernard De Cuyper & Eddy Fraiha 2002, Eggs & Pictures. MIT/Open BSD copyright model.

Public Methods
	OptMultiKMean (int n)
virtual	~OptMultiKMean ()
virtual void	start ()
virtual void	learn (RealVector &value)
virtual void	unlearn (RealVector &value)
virtual void	end ()
virtual int	numberOfCounts ()
virtual void	output ()
Protected Methods
virtual void	computeCovariance ()
virtual void	computeEigenvalues ()
virtual void	computeEigenvectors ()
Private Attributes
int	count
RealVector *	sumX
RealSMatrix *	sumXY
RealSMatrix *	K
bool	optimizationFlag
RealVector *	lambda
RealSMatrix *	E

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

• OptMultiKMean.hpp
• OptMultiKMean.cpp

Restoreinpaint sourceforge project `C++/Java Image Processing, Restoration, Inpainting Project'.

Bernard De Cuyper: Open Project Leader: Concept, design and development. Bernard De Cuyper & Eddy Fraiha 2002, 2003. Bernard De Cuyper 2004. Open and free, for friendly usage only. Modifications on Belgium ground of this piece of artistic work, by governement institutions or companies, must be notified to Bernard De Cuyper.