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AMFG
2005
IEEE
183views Biometrics» more  AMFG 2005»
13 years 10 months ago
Parametric Stereo for Multi-pose Face Recognition and 3D-Face Modeling
This paper presents a new method for face modeling and face recognition from a pair of calibrated stereo cameras. In a first step, the algorithm builds a stereo reconstruction of...
Rik Fransens, Christoph Strecha, Luc J. Van Gool
AMFG
2005
IEEE
162views Biometrics» more  AMFG 2005»
13 years 10 months ago
Facial Expression Representation Based on Timing Structures in Faces
Abstract. This paper presents a method for interpreting facial expressions based on temporal structures among partial movements in facial image sequences. To extract the structures...
Masahiro Nishiyama, Hiroaki Kawashima, Takatsugu H...
AMFG
2005
IEEE
152views Biometrics» more  AMFG 2005»
13 years 10 months ago
Regularization of LDA for Face Recognition: A Post-processing Approach
When applied to high-dimensional classification task such as face recognition, linear discriminant analysis (LDA) can extract two kinds of discriminant vectors, those in the null s...
Wangmeng Zuo, Kuanquan Wang, David Zhang, Jian Yan...
AMFG
2005
IEEE
314views Biometrics» more  AMFG 2005»
13 years 10 months ago
Two-Dimensional Non-negative Matrix Factorization for Face Representation and Recognition
Non-negative matrix factorization (NMF) is a recently developed method for finding parts-based representation of non-negative data such as face images. Although it has successfully...
Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou
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