202 search results - page 15 / 41 » How Local Should a Learning Method Be |
133
Voted
ECCV
2008
Springer
16 years 4 months ago
2008
Springer
Abstract. We present a comparative study on how to use discriminative learning methods such as classification, regression, and ranking to address deformable shape segmentation. Tra...
131
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GBRPR
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. In this paper, we propose a novel method for the unsupervised clustering of graphs in the context of the constellation approach to object recognition. Such method is an E...
149
Voted
CVPR
2009
IEEE
16 years 9 months ago
2009
IEEE
Human activity analysis is an important problem in computer
vision with applications in surveillance and summarization
and indexing of consumer content. Complex human
activities...
110
Voted
COLT
2005
Springer
15 years 8 months ago
2005
Springer
Abstract. There has been growing interest in practice in using unlabeled data together with labeled data in machine learning, and a number of different approaches have been develo...
138
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MM
2006
ACM
15 years 8 months ago
2006
ACM
In many image retrieval applications, the mapping between highlevel semantic concept and low-level features is obtained through a learning process. Traditional approaches often as...