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Filter-based fingerprint feature extraction

Amnani, Ali (2009) Filter-based fingerprint feature extraction. Faculty of Electrical and Electronic Engineering, Universiti Malaysia Pahang.

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Abstract

In the modem world, biometric has become more important in secure way. Modem applications like online banking or online shopping use techniques that depend on personal identification numbers, keys or passwords. Nevertheless, these technologies imply risk of data being forgotten, lost or even stolen. A secure and confidential biometric authentication method is the utilization of fingerprints. Fingerprint were one of the first biometric to be widely use. The lines that flow in various patterns across fingerprint are called ridges and the spaces between ridges are valleys. As the person ages, the fingers do get larger. However ridges stay the same. Usually a technique called minutiae features extraction is used in extracting the fingerprint features to be able to handle automatic fingerprint recognition with computer system. This project proposes a different fingerprint features extraction technique, which uses the features extraction of Gabor filter-based method. There are two important parts in this project which are image pre-processing and feature extraction. The Gabor filter will be used in the image pre-processing process. A system that able to extract the fingerprint features will be built in this project using MATLAB software.

Item Type: Undergraduates Project Papers
Additional Information: Project paper (Bachelor of Electrical Engineering (Control and instrumentation)) -- Universiti Malaysia Pahang - 2009, SV: MADAM NURUL WAHIDAH BINTI ARSHAD.
Uncontrolled Keywords: Optical pattern recognition; Fingerprints -- Identification; Biometry -- Data processing
Subjects: Q Science > Q Science (General)
T Technology > TA Engineering (General). Civil engineering (General)
T Technology > TK Electrical engineering. Electronics Nuclear engineering
Faculty/Division: Faculty of Electrical & Electronic Engineering
Depositing User: Mrs. Sufarini Mohd Sudin
Date Deposited: 31 May 2021 08:09
Last Modified: 31 May 2021 08:26
URI: http://umpir.ump.edu.my/id/eprint/31488
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