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» Boosting Face Identification in Airports
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IJCAI
2003
13 years 6 months ago
Boosting Face Identification in Airports
Robust face identification system in complex airport environment, which can identify certain candidates from a crowd of people in real time, is in urgent demand. S-AdaBoost is dis...
Jimmy Jiang Liu, Kia-Fock Loe
FGR
2006
IEEE
98views Biometrics» more  FGR 2006»
13 years 11 months ago
A Multiview Face Identification Model With No Geometric Constraints
Face identification systems relying on local descriptors are increasingly used because of their perceived robustness with respect to occlusions and to global geometrical deformati...
Jerry Jun Yokono, Tomaso Poggio
CVPR
2006
IEEE
14 years 7 months ago
Joint Boosting Feature Selection for Robust Face Recognition
A fundamental challenge in face recognition lies in determining what facial features are important for the identification of faces. In this paper, a novel face recognition framewo...
Rong Xiao, Wu-Jun Li, Yuandong Tian, Xiaoou Tang
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
PAMI
2011
12 years 12 months ago
Cost-Sensitive Boosting
—A novel framework is proposed for the design of cost-sensitive boosting algorithms. The framework is based on the identification of two necessary conditions for optimal cost-sen...
Hamed Masnadi-Shirazi, Nuno Vasconcelos