Development of fingerprint verification algorithm using fuzzy logic and genetic algorithm implemented in MATLAB

Date of Publication

2012

Document Type

Bachelor's Thesis

Degree Name

Bachelor of Science in Electronics and Communications Engineering

College

Gokongwei College of Engineering

Department/Unit

Electronics and Communications Engineering

Thesis Adviser

Melvin K. Cabatuan

Defense Panel Chair

Reggie C. Gustilo

Defense Panel Member

Gerald P. Arada
Roman A. Palo

Abstract/Summary

Fingerprint Verification is a kind of biometric system that deals with the different characteristics of the fingerprint which includes the minutiae, its coordinates, and orientation angles. A program consists of fuzzy inference system (FIS) and genetic algorithm (GA) is developed to create fingerprint verification algorithm that is implemented in MATLAB. The program performs enrollment of an image to a database and matches another input with reference to the database. Input images are taken from the Fingerprint Verification Competition 2004 (FVC2004) databases with added color variations, showed a good performance of the algorithm for the conditions set.

Abstract Format

html

Language

English

Format

Print

Accession Number

TU16862

Shelf Location

Archives, The Learning Commons, 12F, Henry Sy Sr. Hall

Physical Description

70, [40] leaves : ill. (some cols.) ; 28 cm.

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