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Bio-Inspired Generalized Global Shape Approach for Writer Identification

Muda, A. K. and Shamsuddin, S. M. and Darus, M. (2006) Bio-Inspired Generalized Global Shape Approach for Writer Identification. In: INTERNATIONAL ENFORMATIKA CONFERENCE, 24 - 26 Nov, 2006, Venice, Italy.

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Abstract

Abstract—Writer identification is one of the areas in pattern recognition that attract many researchers to work in, particularly in forensic and biometric application, where the writing style can be used as biometric features for authenticating an identity. The challenging task in writer identification is the extraction of unique features, in which the individualistic of such handwriting styles can be adopted into bio-inspired generalized global shape for writer identification. In this paper, the feasibility of generalized global shape concept of complimentary binding in Artificial Immune System (AIS) for writer identification is explored. An experiment based on the proposed framework has been conducted to proof the validity and feasibility of the proposed approach for off-line writer identification.

Item Type: Conference or Workshop Item (Paper)
Subjects: T Technology > TA Engineering (General). Civil engineering (General)
Divisions: Faculty of Information and Communication Technology > Department of Software Engineeering
Depositing User: Azah Kamilah Muda
Date Deposited: 03 Aug 2011 03:35
Last Modified: 28 May 2015 02:16
URI: http://eprints.utem.edu.my/id/eprint/25

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