314 search results - page 13 / 63 » Optimizing efficiency of perturbative Monte Carlo method |
84
Voted
ICPR
2006
IEEE
15 years 10 months ago
2006
IEEE
In this paper, we present a probabilistic framework for automatic detection and tracking of objects. We address the data association problem by formulating the visual tracking as ...
140
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CVPR
2010
IEEE
13 years 6 months ago
2010
IEEE
Robust tracking of abrupt motion is a challenging task
in computer vision due to the large motion uncertainty. In
this paper, we propose a stochastic approximation Monte
Carlo (...
ICPR
2006
IEEE
15 years 10 months ago
2006
IEEE
We present a computationally efficient, on-line graph structure estimation method for model-based scene interpretation. Different scenes have different hierarchical graphical mode...
114
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WSC
2004
14 years 11 months ago
2004
We consider the problem of estimating the small probability that a function of a finite number of random variables exceeds a large threshold. Each input random variable may be lig...
94
Voted
ICML
2008
IEEE
15 years 10 months ago
2008
IEEE
Low-rank matrix approximation methods provide one of the simplest and most effective approaches to collaborative filtering. Such models are usually fitted to data by finding a MAP...