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» Joint Boosting Feature Selection for Robust Face Recognition
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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
FGR
2004
IEEE
193views Biometrics» more  FGR 2004»
13 years 9 months ago
Face Recognition Using Ada-Boosted Gabor Features
Face representation based on Gabor features has attracted much attention and achieved great success in face recognition area for the advantages of the Gabor features. However, Gab...
Peng Yang, Shiguang Shan, Wen Gao, Stan Z. Li, Don...
ICIP
2008
IEEE
13 years 11 months ago
Parallel AdaBoost algorithm for Gabor wavelet selection in face recognition
In this paper, the problem of automatic Gabor wavelet selection for face recognition is tackled by introducing an automatic algorithm based on Parallel AdaBoosting method. Incorpo...
Ulas Bagci, Li Bai
CVPR
2009
IEEE
14 years 12 months ago
Reducing JointBoost-Based Multiclass Classification to Proximity Search
Boosted one-versus-all (OVA) classifiers are commonly used in multiclass problems, such as generic object recognition, biometrics-based identification, or gesture recognition. Join...
Alexandra Stefan (University of Texas at Arlington...
FGR
2008
IEEE
168views Biometrics» more  FGR 2008»
13 years 11 months ago
A bottom-up framework for robust facial feature detection
Registration of facial features is a significant step towards a complete solution of the face recognition problem. We have built a general framework for detecting a set of indivi...
Victor Erukhimov, Kuang-chih Lee