Paper Information

Journal:   AMIRKABIR   Fall 2003 , Volume 14 , Number 56-A; Page(s) 1101 To 1126.
 
Paper: 

APPLICATIONS OF CELLULAR LEARNING AUTOMATA TO IMAGE PROCESSING

 
 
Author(s):  MEYBODI M.R., KHARAZMI M.R.
 
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Abstract: 

A cellular learning automaton (CLA) is a collection of learning automata arranged in a grid similar to cellular automata and interacts with each other. Each learning automaton based on the actions chosen by their neighbors tries to find its best action in order for the cellular learning automata to reach a particular goal. In this paper several applications of cellular learning automata to designing image processing operations such as noise removal image segmentation and feature extraction are presented. The proposed algorithms have number of good characteristics such as: effectiveness in the presence of noise higher accuracy .comparing to other image processing algorithms parallel nature and locality.

 
Keyword(s): CELLULAR AUTOMATA , LEARNING AUTOMATA , CELLULAR LEARNING AUTOMATA , IMAGE ‎SEGMENTATION , NOISE REMOVAL , FEATURE EXTRACTION
 
References: 
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