2507 search results - page 205 / 502 » Learning Low-Level Vision |
118
Voted
CVPR
2008
IEEE
15 years 4 months ago
2008
IEEE
In this paper, we develop a geometric framework for linear or nonlinear discriminant subspace learning and classification. In our framework, the structures of classes are conceptu...
133
Voted
CVPR
2011
IEEE
14 years 10 months ago
2011
IEEE
Visual attributes expose human-defined semantics to object recognition models, but existing work largely restricts their influence to mid-level cues during classifier training....
161
Voted
ICCV
2011
IEEE
14 years 2 months ago
2011
IEEE
We present an approach for dictionary learning of action attributes via information maximization. We unify the class distribution and appearance information into an objective func...
146
Voted
ICCV
2011
IEEE
14 years 2 months ago
2011
IEEE
We present an active learning approach to choose image annotation requests among both object category labels and the objects’ attribute labels. The goal is to solicit those labe...
125
Voted
ICCV
2011
IEEE
14 years 2 months ago
2011
IEEE
Traditional supervised visual learning simply asks annotators “what” label an image should have. We propose an approach for image classification problems requiring subjective...