190 search results - page 3 / 38 » Markov Random Fields with Efficient Approximations |
338
click to vote
CVPR
2009
IEEE
17 years 1 months ago
2009
IEEE
Markov random field (MRF, CRF) models are popular in
computer vision. However, in order to be computationally
tractable they are limited to incorporate only local interactions
a...
182
click to vote
TSP
2010
15 years 18 days ago
2010
Abstract--This work studies the near-optimality versus the complexity of distributed configuration management for wireless networks. We first develop a global probabilistic graphic...
169
click to vote
ICASSP
2008
IEEE
16 years 11 days ago
2008
IEEE
In this paper we propose novel algorithms for image restoration and parameter estimation with a Generalized Gaussian Markov Random Field prior utilizing variational distribution a...
157
Voted
TIP
2008
15 years 5 months ago
2008
This paper presents recursive cavity modeling--a principled, tractable approach to approximate, near-optimal inference for large Gauss-Markov random fields. The main idea is to su...