211 search results - page 4 / 43 » Estimating Markov Random Field Potentials for Natural Images |
87
Voted
ICASSP
2008
IEEE
15 years 4 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...
EMMCVPR
1999
Springer
15 years 2 months ago
1999
Springer
This paper considers the use of the EM-algorithm, combined with mean field theory, for parameter estimation in Markov random field models from unlabelled data. Special attention ...
83
Voted
CVPR
1998
IEEE
16 years 8 days ago
1998
IEEE
Markov Random Fields (MRF's) can be used for a wide variety of vision problems. In this paper we focus on MRF's with two-valued clique potentials, which form a generaliz...
95
Voted
EMMCVPR
2007
Springer
15 years 4 months ago
2007
Springer
: We presented and evaluated a new Bayesian method for range image segmentation. The method proceeds in to stages. First, an initial segmentation was produced by a randomized regio...
87
Voted
ICIP
2007
IEEE
15 years 12 months ago
2007
IEEE
Recently, a new exemplar-based method for image completion, texture synthesis and image inpainting was proposed which uses a discrete global optimization strategy based on Markov ...