190 search results - page 3 / 38 » Markov Random Fields with Efficient Approximations |
CVPR
2009
IEEE
15 years 20 days 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...
TSP
2010
13 years 6 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...
ICASSP
2008
IEEE
13 years 12 months 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...
TIP
2008
13 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...
UAI
2008
13 years 7 months ago
2008