A COST-EFFECTIVE IRIS RECOGNITION SYSTEM USING LINEAR DISCRIMINANT ANALYSIS AND CROSS-CORRELATION TECHNIQUES

Sanjay Silakari; A. K. Ramani; Pinaki A. Ghosh

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Paper

A COST-EFFECTIVE IRIS RECOGNITION SYSTEM USING LINEAR DISCRIMINANT ANALYSIS AND CROSS-CORRELATION TECHNIQUES

Topics: Biometric Security

In Proceedings of the First International Conference on E-Business and Telecommunication Networks - Volume 2: ICETE, 140-145, 2004 , Setúbal, Portugal

Authors: Sanjay Silakari ¹ ; A. K. Ramani ² and Pinaki A. Ghosh ¹

Affiliations: ¹ SATI, India ; ² DAVV, India

Keyword(s): biometrics, iris recognition, user authentication, linear discriminant analysis, discrimination.

Abstract: Authorization and identification has become a vital part of security systems of any society. With the changing of technology implementations in the present scenario, every country specially developing countries like India needs a cost-effective and reliable solution for authentication system. In this paper, efficient technique for iris recognition system is described which provides a reliable authentication at low cost. The proposed system uses linear discriminant analysis and cross correlation methods for identification and verification purpose. The system was implemented and tested using a dataset of 80 samples of iris with different contrast quality. The classification rate compared with the well-known methods is also discussed.

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Paper citation in several formats:

Silakari, S.; K. Ramani, A. and A. Ghosh, P. (2004). A COST-EFFECTIVE IRIS RECOGNITION SYSTEM USING LINEAR DISCRIMINANT ANALYSIS AND CROSS-CORRELATION TECHNIQUES. In Proceedings of the First International Conference on E-Business and Telecommunication Networks - Volume 2: ICETE; ISBN 972-8865-15-5; ISSN 2184-3236, SciTePress, pages 140-145. DOI: 10.5220/0001387001400145

@conference{icete04,
author={Sanjay Silakari. and A. {K. Ramani}. and Pinaki {A. Ghosh}.},
title={A COST-EFFECTIVE IRIS RECOGNITION SYSTEM USING LINEAR DISCRIMINANT ANALYSIS AND CROSS-CORRELATION TECHNIQUES},
booktitle={Proceedings of the First International Conference on E-Business and Telecommunication Networks - Volume 2: ICETE},
year={2004},
pages={140-145},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001387001400145},
isbn={972-8865-15-5},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the First International Conference on E-Business and Telecommunication Networks - Volume 2: ICETE
TI - A COST-EFFECTIVE IRIS RECOGNITION SYSTEM USING LINEAR DISCRIMINANT ANALYSIS AND CROSS-CORRELATION TECHNIQUES
SN - 972-8865-15-5
IS - 2184-3236
AU - Silakari, S.
AU - K. Ramani, A.
AU - A. Ghosh, P.
PY - 2004
SP - 140
EP - 145
DO - 10.5220/0001387001400145
PB - SciTePress