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CAIP
2003
Springer
138views Image Analysis» more  CAIP 2003»
13 years 9 months ago
A Face Processing System Based on Committee Machine: The Approach and Experimental Results
Abstract. In this paper, we propose a heterogeneous committee machine for face processing including face detection and recognition. Our proposed system consists of two components, ...
Kim-Fung Jang, Ho-Man Tang, Michael R. Lyu, Irwin ...
ICIAP
2003
ACM
14 years 4 months ago
Face recognition committee machines: dynamic vs. static structures
We propose a Dynamic Face Recognition Committee Machine (DFRCM) consisting of five well-known state-of-the-art algorithms in this paper. In previous work, we have developed a stat...
Ho-Man Tang, Michael R. Lyu, Irwin King
KDD
2000
ACM
153views Data Mining» more  KDD 2000»
13 years 8 months ago
The generalized Bayesian committee machine
In this paper we introduce the Generalized Bayesian Committee Machine (GBCM) for applications with large data sets. In particular, the GBCM can be used in the context of kernel ba...
Volker Tresp
JMLR
2010
149views more  JMLR 2010»
12 years 11 months ago
Fast Committee-Based Structure Learning
Current methods for causal structure learning tend to be computationally intensive or intractable for large datasets. Some recent approaches have speeded up the process by first m...
Ernest Mwebaze, John A. Quinn
FGR
2008
IEEE
240views Biometrics» more  FGR 2008»
13 years 11 months ago
Face recognition and alignment using support vector machines
Face recognition in the presence of pose changes remains a largely unsolved problem. Severe pose changes, resulting in dramatically different appearances, is one of the main difï¬...
Antony Lam, Christian R. Shelton