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139
Voted
CVPR
2010
IEEE
15 years 16 days ago
2010
IEEE
The calculation of a low-rank approximation of a matrix is a fundamental operation in many computer vision applications. The workhorse of this class of problems has long been the ...
108
Voted
ECCV
2010
Springer
15 years 4 months ago
2010
Springer
This paper proposes a framework that provides significant speed-ups and also improves the effectiveness of general message passing algorithms based on dual LP relaxations. It is ap...
BMVC
2001
15 years 4 months ago
2001
We describe the development of a vision system to detect natural events in a low-resolution image stream. The work involves the assessment of algorithmic design decisions to maxim...
118
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ICPR
2010
IEEE
15 years 1 months ago
2010
IEEE
—Most research works focus on pattern recognition within a small sample images but strategies for running efficiently these algorithms over large images are rarely if ever speci...
117
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ECCV
2008
Springer
16 years 4 months ago
2008
Springer
The application of semi-supervised learning algorithms to large scale vision problems suffers from the bad scaling behavior of most methods. Based on the Expectation Regularization...