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» Support vector machines for face authentication
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117
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ICCV
2001
IEEE
16 years 5 months ago
Face Recognition with Support Vector Machines: Global versus Component-based Approach
We present a component-based method and two global methods for face recognition and evaluate them with respect to robustness against pose changes. In the component system we first...
Bernd Heisele, Purdy Ho, Tomaso Poggio
92
Voted
ICPR
2002
IEEE
16 years 4 months ago
A Subspace Approach to Face Detection with Support Vector Machines
Haizhou Ai, Lihang Ying, Guangyou Xu
92
Voted
ICIP
2002
IEEE
16 years 5 months ago
On the stability of support vector machines for face detection
Ioan Buciu, Constantine Kotropoulos, Ioannis Pitas
165
Voted
KES
2000
Springer
15 years 7 months ago
Multi-view face detection using support vector machines and eigenspace modelling
An approach to multi-view face detection based on head pose estimation is presented in this paper. Support Vector Regression is employed to solve the problem of pose estimation. T...
Yongmin Li, Shaogang Gong, Jamie Sherrah, Heather ...
182
Voted
CVPR
2009
IEEE
1351views Computer Vision» more  CVPR 2009»
16 years 10 months ago
Support Vector Machines in Face Recognition with Occlusions
Support Vector Machines (SVM) are one of the most useful techniques in classification problems. One clear example is face recognition. However, SVM cannot be applied when the fe...
Aleix M. Martínez, Hongjun Jia