1036 search results - page 158 / 208 » Unsupervised Learning |
131
Voted
CVPR
2000
IEEE
16 years 4 months ago
2000
IEEE
We propose a method to learn heterogeneous models of object classes for visual recognition. The training images contain a preponderance of clutter and learning is unsupervised. Ou...
94
Voted
CVPR
2007
IEEE
16 years 4 months ago
2007
IEEE
Most of the online multimedia collections, such as picture galleries or video archives, are categorized in a fully manual process, which is very expensive and may soon be infeasib...
96
Voted
AUSAI
2007
Springer
15 years 8 months ago
2007
Springer
Dimensional reduction may be effective in order to compress data without loss of essential information. Also, it may be useful in order to smooth data and reduce random noise. The...
156
click to vote
FCSC
2010
14 years 11 months ago
2010
Graphical models have become the basic framework for topic based probabilistic modeling. Especially models with latent variables have proved to be effective in capturing hidden str...
132
Voted
ECCV
2006
Springer
16 years 4 months ago
2006
Springer
Abstract. In recent years there has been growing interest in recognition models using local image features for applications ranging from long range motion matching to object class ...