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CORR
2010
Springer
116views Education» more  CORR 2010»
13 years 8 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»
14 years 2 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 10 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
14 years 2 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...
TASLP
2010
85views more  TASLP 2010»
13 years 6 months ago
Multi-View Semi-Supervised Learning for Dialog Act Segmentation of Speech
Ümit Güz, Sébastien Cuendet, Dile...