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» Unified Subspace Analysis for Face Recognition
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101
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ICCV
2003
IEEE
15 years 11 months ago
Unified Subspace Analysis for Face Recognition
We propose a face difference model that decomposes face difference into three components, intrinsic difference, transformation difference, and noise. Using the face difference mod...
Xiaogang Wang, Xiaoou Tang
105
Voted
CVPR
2005
IEEE
15 years 11 months ago
Subspace Analysis Using Random Mixture Models
In [1], three popular subspace face recognition methods, PCA, Bayes, and LDA were analyzed under the same framework and an unified subspace analysis was proposed. However, since t...
Xiaogang Wang, Xiaoou Tang
94
Voted
AMFG
2007
IEEE
251views Biometrics» more  AMFG 2007»
15 years 1 months ago
A Unified Framework of Subspace and Distance Metric Learning for Face Recognition
Qingshan Liu, Dimitris N. Metaxas
ACCV
2007
Springer
15 years 3 months ago
Face Mis-alignment Analysis by Multiple-Instance Subspace
In this paper, we systematically study the effect of poorly registered faces on the training and inferring stages of traditional face recognition algorithms. We then propose a nov...
Zhiguo Li, Qingshan Liu, Dimitris N. Metaxas