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CORR
2010
Springer
116views Education» more  CORR 2010»
13 years 4 months ago
Multi-View Active Learning in the Non-Realizable Case
The sample complexity of active learning under the realizability assumption has been well-studied. The realizability assumption, however, rarely holds in practice. In this paper, ...
Wei Wang, Zhi-Hua Zhou
FGR
2006
IEEE
147views Biometrics» more  FGR 2006»
13 years 10 months ago
Learning Sparse Features in Granular Space for Multi-View Face Detection
In this paper, a novel sparse feature set is introduced into the Adaboost learning framework for multi-view face detection (MVFD), and a learning algorithm based on heuristic sear...
Chang Huang, Haizhou Ai, Yuan Li, Shihong Lao
ICCV
2001
IEEE
14 years 6 months ago
Kernel Machine Based Learning for Multi-View Face Detection and Pose Estimation
Stan Z. Li, QingDong Fu, Lie Gu, Bernhard Schö...
CVPR
2006
IEEE
13 years 10 months ago
Learning Exemplar-Based Categorization for the Detection of Multi-View Multi-Pose Objects
This paper proposes a novel approach for multi-view multi-pose object detection using discriminative shapebased exemplars. The key idea underlying this method is motivated by nume...
Ying Shan, Feng Han, Harpreet S. Sawhney, Rakesh K...