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» Facial expression recognition using ensemble of classifiers
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AMFG
2005
IEEE
327views Biometrics» more  AMFG 2005»
15 years 5 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
TOH
2008
90views more  TOH 2008»
14 years 11 months ago
Haptic Processing of Facial Expressions of Emotion in 2D Raised-Line Drawings
Participants haptically (versus visually) classified universal facial expressions of emotion (FEEs) depicted in simple 2D raised-line displays. Experiments 1 and 2 established that...
Susan J. Lederman, Roberta L. Klatzky, E. Rennert-...
DICTA
2003
15 years 1 months ago
Face Recognition Based on Multiple Region Features
For face recognition, face feature selection is an important step. Better features should result in better performance. This paper describes a robust face recognition algorithm usi...
Jiaming Li, Geoff Poulton, Ying Guo, Rong-yu Qiao
IBPRIA
2007
Springer
15 years 3 months ago
Random Forest for Gene Expression Based Cancer Classification: Overlooked Issues
Random forest is a collection (ensemble) of decision trees. It is a popular ensemble technique in pattern recognition. In this article, we apply random forest for cancer classifica...
Oleg Okun, Helen Priisalu
SCALESPACE
2005
Springer
15 years 5 months ago
Isometric Embedding of Facial Surfaces into
Abstract. The problem of isometry-invariant representation and comparison of surfaces is of cardinal importance in pattern recognition applications dealing with deformable objects....
Alexander M. Bronstein, Michael M. Bronstein, Ron ...