438 search results - page 5 / 88 » Nonparametric Belief Propagation |
CORR
2006
Springer
15 years 1 months ago
2006
Springer
We propose consensus propagation, an asynchronous distributed protocol for averaging numbers across a network. We establish convergence, characterize the convergence rate for regul...
134
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CVPR
2007
IEEE
16 years 3 months ago
2007
IEEE
We present a hierarchical generative model for object recognition that is constructed by weakly-supervised learning. A key component is a novel, adaptive patch feature whose width...
120
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ICCV
2007
IEEE
16 years 3 months ago
2007
IEEE
An interactive human segmentation approach is described. Given regions of interest provided by users, the approach iteratively estimates segmentation via a generalized EM algorith...
101
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ICPR
2010
IEEE
15 years 2 months ago
2010
IEEE
Abstract—This paper presents an approximate belief propagation algorithm that replaces outgoing messages from a node with the averaged outgoing message and propagates messages fr...
108
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ICASSP
2011
IEEE
14 years 5 months ago
2011
IEEE
We consider the problem of semi-supervised segmentation of textured images. Recently, reweighted belief propagation has been introduced as a solution for Bayesian inference with r...