58 search results - page 7 / 12 » Group-sensitive multiple kernel learning for object categori... |
98
Voted
NIPS
2008
15 years 1 months ago
2008
We present a multi-label multiple kernel learning (MKL) formulation in which the data are embedded into a low-dimensional space directed by the instancelabel correlations encoded ...
103
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ICML
2009
IEEE
16 years 17 days ago
2009
IEEE
Codebook-based representations are widely employed in the classification of complex objects such as images and documents. Most previous codebook-based methods construct a single c...
101
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CVPR
2008
IEEE
15 years 1 months ago
2008
IEEE
We consider the problem of visual categorization with minimal supervision during training. We propose a partbased model that loosely captures structural information. We represent ...
134
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PAMI
2012
13 years 2 months ago
2012
Which one comes first: segmentation or recognition? We propose a unified framework for carrying out the two simultaneously and without supervision. The framework combines a fle...
115
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CVPR
2012
IEEE
13 years 2 months ago
2012
IEEE
In this paper we introduce a novel image descriptor enabling accurate object categorization even with linear models. Akin to the popular attribute descriptors, our feature vector ...