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ACCV
2009
Springer
15 years 11 months ago
Image-Set Based Face Recognition Using Boosted Global and Local Principal Angles
Face recognition using image-set or video sequence as input tends to be more robust since image-set or video sequence provides much more information than single snapshot about the ...
Xi Li, Kazuhiro Fukui, Nanning Zheng
AUSAI
2005
Springer
15 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
106views Biometrics» more  AVBPA 2003»
15 years 9 months ago
A Face Recognition System Based on Local Feature Analysis
In this paper a completely automatic face recognition system is presented. The system is inspired by the elastic bunch graph method, but the fiducial point localization is complet...
Stefano Arca, Paola Campadelli, Raffaella Lanzarot...
ICB
2009
Springer
137views Biometrics» more  ICB 2009»
15 years 9 months ago
Generic versus Salient Region-Based Partitioning for Local Appearance Face Recognition
In this paper, we investigate different partitioning schemes for local appearance-based face recognition. Five different salient regionbased partitioning approaches are analyzed ...
Hazim Kemal Ekenel, Rainer Stiefelhagen
FGR
2004
IEEE
118views Biometrics» more  FGR 2004»
15 years 8 months ago
Components for Face Recognition
We present a method for automatically learning a set of discriminatory facial components for face recognition. The algorithm performs an iterative growing of components starting w...
Bernd Heisele, Takamasa Koshizen