ROBUST FACE RECOGNITION USING WAVELET AND DCT BASED LIGHTING NORMALIZATION, AND SHIFTING-MEAN LDA

I. Gede Pasek Suta Wijaya, Keiichi Uchimura, Gou Koutaki, Cuicui Zhang

2012

Abstract

This paper presents an integration of Wavelet and Discrete Cosine Transform (DCT) based lighting normalization, and shifting-mean Linear Discriminant Analysis (LDA) based face classifiers for face recognition. The aims are to provide robust recognition rate against large face variability due to lighting variations and to avoid retraining problem of the classical LDA for incremental data. In addition, the compact holistic features is employed for dimensional reduction of the raw face image. From the experimental results, the proposed method gives sufficient and robust achievement in terms of recognition rate and requires short computational time.

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Paper Citation


in Harvard Style

Gede Pasek Suta Wijaya I., Uchimura K., Koutaki G. and Zhang C. (2012). ROBUST FACE RECOGNITION USING WAVELET AND DCT BASED LIGHTING NORMALIZATION, AND SHIFTING-MEAN LDA . In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 2: ICPRAM, ISBN 978-989-8425-99-7, pages 343-350. DOI: 10.5220/0003753303430350

in Bibtex Style

@conference{icpram12,
author={I. Gede Pasek Suta Wijaya and Keiichi Uchimura and Gou Koutaki and Cuicui Zhang},
title={ROBUST FACE RECOGNITION USING WAVELET AND DCT BASED LIGHTING NORMALIZATION, AND SHIFTING-MEAN LDA},
booktitle={Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 2: ICPRAM,},
year={2012},
pages={343-350},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003753303430350},
isbn={978-989-8425-99-7},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 2: ICPRAM,
TI - ROBUST FACE RECOGNITION USING WAVELET AND DCT BASED LIGHTING NORMALIZATION, AND SHIFTING-MEAN LDA
SN - 978-989-8425-99-7
AU - Gede Pasek Suta Wijaya I.
AU - Uchimura K.
AU - Koutaki G.
AU - Zhang C.
PY - 2012
SP - 343
EP - 350
DO - 10.5220/0003753303430350