Main Page | Class Hierarchy | Class List | Directories | File List | Class Members | File Members

NREM_Algorithm Class Reference

A class representing a neighborhood restoration EM algorithm. More...

#include <NREM_Algo.hpp>

Inheritance diagram for NREM_Algorithm:

HMRF_Algorithm Seg_Algorithm Mean_Field_EM Modal_Field_EM Simulated_Field_EM List of all members.

Public Member Functions

virtual void NR ()
 Noise Restoration step. abstract.
void Run (uint nbiter)
 Run for a number of iterations ...
void Compute_fuzzy (uint i, vector< double > &probs)
 fuzzy classification for site i

Protected Attributes

uint EM_Iter
 Number of EM iterations at each step.

Detailed Description

Author:
Lemine Abdalli
Date:
Aug. 2005
Applies to an HMRF model. uses mean-field approximations.


The documentation for this class was generated from the following files:
Generated on Thu Jan 12 11:55:04 2006 for NEM by  doxygen 1.4.4