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Authors: King Hong Cheung 1 ; Jane You 1 ; Qin Li 1 and Prabir Bhattacharya 2

Affiliations: 1 The Hong Kong Polytechnic University, Hong Kong ; 2 Concordia Institute for Information Systems Engineering, Concordia University, Canada

Abstract: Current holistic appearance based face recognition methods require a high dimensional feature space to attain fruitful performance. In this paper, we have proposed a relatively low feature dimensional, template-matching scheme to cope with the transformed appearance-based face recognition problem. We use aggregated Gabor filter responses to represent face images. We investigated the effect of “duplicate” images (images from different sessions) and the effect of facial expressions. Our results indicate that the proposed method is more robust in recognizing “duplicate” images with variations in facial expression than the Principal Component Analysis method.

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Paper citation in several formats:
Hong Cheung, K.; You, J.; Li, Q. and Bhattacharya, P. (2005). Appearance-based Face Recognition using Aggregated 2D Gabor Features. In Proceedings of the 5th International Workshop on Pattern Recognition in Information Systems (ICEIS 2005) - PRIS; ISBN 972-8865-28-7, SciTePress, pages 3-11. DOI: 10.5220/0002566700030011

@conference{pris05,
author={King {Hong Cheung}. and Jane You. and Qin Li. and Prabir Bhattacharya.},
title={Appearance-based Face Recognition using Aggregated 2D Gabor Features},
booktitle={Proceedings of the 5th International Workshop on Pattern Recognition in Information Systems (ICEIS 2005) - PRIS},
year={2005},
pages={3-11},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002566700030011},
isbn={972-8865-28-7},
}

TY - CONF

JO - Proceedings of the 5th International Workshop on Pattern Recognition in Information Systems (ICEIS 2005) - PRIS
TI - Appearance-based Face Recognition using Aggregated 2D Gabor Features
SN - 972-8865-28-7
AU - Hong Cheung, K.
AU - You, J.
AU - Li, Q.
AU - Bhattacharya, P.
PY - 2005
SP - 3
EP - 11
DO - 10.5220/0002566700030011
PB - SciTePress

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