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AUSAI
2005
Springer
13 years 10 months ago
Resampling LDA/QR and PCA+LDA for Face Recognition
Abstract. Principal Component Analysis (PCA) plus Linear Discriminant Analysis (LDA) (PCA+LDA) and LDA/QR are both two-stage methods that deal with the small sample size (SSS) prob...
Jun Liu, Songcan Chen
AVBPA
2003
Springer
78views Biometrics» more  AVBPA 2003»
13 years 10 months ago
Resampling for Face Recognition
Abstract. A number of applications require robust human face recognition under varying environmental lighting conditions and different facial expressions, which considerably vary ...
Xiaoguang Lu, Anil K. Jain
IEICET
2007
59views more  IEICET 2007»
13 years 4 months ago
Pruned Resampling: Probabilistic Model Selection Schemes for Sequential Face Recognition
Atsushi Matsui, Simon Clippingdale, Takashi Matsum...
FGR
2004
IEEE
132views Biometrics» more  FGR 2004»
13 years 8 months ago
Expand Training Set for Face Detection by GA Re-sampling
Data collection for both training and testing a classifier is a tedious but essential step towards face detection and recognition. All of the statistical methods suffer from this ...
Jie Chen, Xilin Chen, Wen Gao
AMFG
2005
IEEE
327views Biometrics» more  AMFG 2005»
13 years 10 months ago
AdaBoost Gabor Fisher Classifier for Face Recognition
This paper proposes the AdaBoost Gabor Fisher Classifier (AGFC) for robust face recognition, in which a chain AdaBoost learning method based on Bootstrap re-sampling is proposed an...
Shiguang Shan, Peng Yang, Xilin Chen, Wen Gao