416 search results - page 11 / 84 » Hardware-Efficient Belief Propagation |
151
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ICCV
2003
IEEE
16 years 1 months ago
2003
IEEE
Recent stereo algorithms have achieved impressive results by modelling the disparity image as a Markov Random Field (MRF). An important component of an MRF-based approach is the i...
JMLR
2006
14 years 11 months ago
2006
We present a new framework based on walks in a graph for analysis and inference in Gaussian graphical models. The key idea is to decompose the correlation between each pair of var...
83
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CVPR
2010
IEEE
15 years 8 months ago
2010
IEEE
In this paper, we consider the problem of stereo matching using loopy belief propagation. Unlike previous methods which focus on the original spatial resolution, we hierarchically...
104
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CISS
2007
IEEE
15 years 1 months ago
2007
IEEE
Abstract –In this paper, a new problem, consensus estimation, is formulated, whose setting is complementary to the well-known CEO problem. In particular, a set of nodes are emplo...
ICCV
2005
IEEE
16 years 1 months ago
2005
IEEE
A wide range of low level vision problems have been formulated in terms of finding the most probable assignment of a Markov Random Field (or equivalently the lowest energy configu...