85 search results - page 3 / 17 » Object Categorization by Learned Universal Visual Dictionary |
159
Voted
TIP
2011
14 years 10 months ago
2011
—One of the major challenges in multi-view imaging is the definition of a representation that reveals the intrinsic geometry of the visual information. Sparse image representati...
146
Voted
CVPR
2008
IEEE
15 years 3 months ago
2008
IEEE
We propose a joint representation and classification framework that achieves the dual goal of finding the most discriminative sparse overcomplete encoding and optimal classifier p...
144
Voted
EMMCVPR
2005
Springer
15 years 9 months ago
2005
Springer
This contribution proposes a compositionality architecture for visual object categorization, i.e., learning and recognizing multiple visual object classes in unsegmented, cluttered...
140
Voted
ICCV
2007
IEEE
16 years 5 months ago
2007
IEEE
Discriminative methods for visual object category recognition are typically non-probabilistic, predicting class labels but not directly providing an estimate of uncertainty. Gauss...
155
Voted
ECCV
2006
Springer
16 years 5 months ago
2006
Springer
Abstract. This contribution proposes a compositional approach to visual object categorization of scenes. Compositions are learned from the Caltech 101 database1 intermediate abstra...