Fuzzy and Cla Based Edge Detection on Images

Edge detection using Fuzzy Logic and Automata Theory

Title Page

By

Takkar Mohit

Supervisor

A Thesis Submitted to

In Partial Fulfillment of the Requirements for

the Degree of Master of Engineering

in Electronics & Communication

      December 2014

.

Table of Contents

Title Page        

CERTIFICATE        

COMPLIANCE CERTIFICATE        

THESIS APPROVAL CERTIFICATE        

DECLARATION OF ORIGINALITY        

Acknowledgment        

Table of Contents        

List of Figures        

Abstract        

Chapter 1        Introduction        

1.1        Edge Detection: Analysis        

1.1.1        Fuzzy Logic in Image Processing        

1.1.2        Fuzzy Logic for Edge Detection        

1.1.3        Cellular Learning Automata        

Chapter 2        Literature Review        

2.1        Edge Detection: Methodology        

2.1.1        First Order Derivative Edge Detection        

2.1.1.1        Prewitts Operator        

2.1.1.2        [pic 1] Sobel Operator        

2.1.1.3        Roberts Cross Operator        

2.1.1.4        Threshold Selection        

2.1.2        Second Order Derivative Edge Detection