Arya Bhatta Journal of Mathematics and Informatics
  • Year: 2022
  • Volume: 14
  • Issue: 1

Probability models in image processing: Bayesian inferences

1Assistant Professor, Department of Statistics, King Nandhivarman College of Arts and Sciences, Research scholar in Statistics, Annamalai University

2Professor, Department of Statistics, Annamalai University, Chidhambaram

3Assistant Professor, Department of Statistics, Apollo Arts and Science CollegeChennai

4Guest Faculty Department of Computer Application, Govt. Arts College, Cuddalore

*E-mail: johnbritto01132@gmail.com

**manimannang@gmail.com

Online Published on 16 June, 2022.

Abstract

The present paper explores pattern recognition and image processing through Bayesian classifier approach. We have discussed the theoretical Continuous time Markov Chain (CMC) signal processing system along with Hidden Markov Chain (HMC) using well known probability distribution of Gibbs Sampling.

Keywords

Pattern, Bayesian Classifier, Gibbs Sampling Procedure, Jeffreys, Priori Probability