Fingerprint image enhancement on edge detection techniques using Scilab

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Bibliographic Details
Main Author:	Siti Norfarhani, Mohd Aris
Other Authors:	Sabarina Ismail
Format:	Learning Object
Language:	English
Published:	Universiti Malaysia Perlis (UniMAP) 2016
Subjects:	Fingerprint Edge detection technique Fingerprint image Scilab Fingerprint image > Analysis
Online Access:	http://dspace.unimap.edu.my:80/xmlui/handle/123456789/42101
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-42101
record_format	dspace
spelling	my.unimap-421012016-06-17T08:15:05Z Fingerprint image enhancement on edge detection techniques using Scilab Siti Norfarhani, Mohd Aris Sabarina Ismail Fingerprint Edge detection technique Fingerprint image Scilab Fingerprint image -- Analysis Access is limited to UniMAP community. Nowadays, fingerprint becomes an important thing in security system, replacing the passwords, however the unclear image of the fingerprint itself brings a negative effect to the user, there could be various problems related to fingerprint image discontinuities such as skin problems, the texture of the ridge and lighting conditions. To improve the quality of fingerprint image, it needs to undergo an enhancement process based on the edge detection technique. Hence, the purpose of this project is to investigate and identify the suitable algorithm for edge detection techniques of fingerprint images. The Histogram equalization, Binarization and Edge detection technique integrated with the Robert, Prewitt, Sobel and Laplacian algorithm are used in this project. The performances of each edge detection technique are compared based on the intensity versus edge sharpness to determine the most preferable edge detection techniques to solve the problem of edge discontinuities using Scilab. From the simulation, it found that the Laplacian operator is the best technique to detect the edge of fingerprint images. 2016-06-17T08:15:05Z 2016-06-17T08:15:05Z 2015-06 Learning Object http://dspace.unimap.edu.my:80/xmlui/handle/123456789/42101 en Universiti Malaysia Perlis (UniMAP) School of Computer and Communication Engineering
institution	Universiti Malaysia Perlis
building	UniMAP Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Perlis
content_source	UniMAP Library Digital Repository
url_provider	http://dspace.unimap.edu.my/
language	English
topic	Fingerprint Edge detection technique Fingerprint image Scilab Fingerprint image -- Analysis
spellingShingle	Fingerprint Edge detection technique Fingerprint image Scilab Fingerprint image -- Analysis Siti Norfarhani, Mohd Aris Fingerprint image enhancement on edge detection techniques using Scilab
description	Access is limited to UniMAP community.
author2	Sabarina Ismail
author_facet	Sabarina Ismail Siti Norfarhani, Mohd Aris
format	Learning Object
author	Siti Norfarhani, Mohd Aris
author_sort	Siti Norfarhani, Mohd Aris
title	Fingerprint image enhancement on edge detection techniques using Scilab
title_short	Fingerprint image enhancement on edge detection techniques using Scilab
title_full	Fingerprint image enhancement on edge detection techniques using Scilab
title_fullStr	Fingerprint image enhancement on edge detection techniques using Scilab
title_full_unstemmed	Fingerprint image enhancement on edge detection techniques using Scilab
title_sort	fingerprint image enhancement on edge detection techniques using scilab
publisher	Universiti Malaysia Perlis (UniMAP)
publishDate	2016
url	http://dspace.unimap.edu.my:80/xmlui/handle/123456789/42101
_version_	1643799896798527488

Fingerprint image enhancement on edge detection techniques using Scilab

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