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Graph application on face for personal authentication and recognition

Kisku, Dakshina Ranjan and Rattani, Ajita and Tistarelli, Massimo and Gupta, Phalguni (2008) Graph application on face for personal authentication and recognition. In: 10th International Conference on Control Automation Robotics and Vision ICARCV 2008, 17-20 December 2008, Hanoi, Vietnam. Piscataway, IEEE. p. 1150-1155. ISBN 978-1-4244-2286-9. Conference or Workshop Item.

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DOI: 10.1109/ICARCV.2008.4795683

Abstract

This paper presents a novel face recognition technique with graph topology drawn on scale invariant feature transform (SIFT) features and is compared with all the available well known techniques on SIFT features, and elastic bunch graph matching (EBGM) technique drawn on gabor wavelet feature. IITK face database is used for evaluation purpose. Test results show that the proposed graph matching technique will be an appropriate one for face recognition. Finally, the test results have been compared with the results found on BANCA face database following MC protocol only.

Item Type:Conference or Workshop Item (Paper)
ID Code:2139
Status:Published
Uncontrolled Keywords:Face recognition, graph theory, visual databases, wavelet transforms
Subjects:Area 09 - Ingegneria industriale e dell'informazione > ING-INF/05 Sistemi di elaborazione delle informazioni
Divisions:001 Università di Sassari > 01 Dipartimenti > Architettura e pianificazione
Publisher:IEEE
Copyright Holders:© 2008 IEEE
ISBN:978-1-4244-2286-9
Publisher Policy:Depositato in conformità con la politica di copyright dell'Editore
Deposited On:18 Aug 2009 10:07

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