Sciweavers

1387 search results - page 7 / 278
» Variational Bayesian image modelling
Sort
View
IPMI
2005
Springer
16 years 14 days ago
Bayesian Population Modeling of Effective Connectivity
Abstract. A hierarchical model based on the Multivariate Autoregessive (MAR) process is proposed to jointly model neurological time-series collected from multiple subjects, and to ...
Eric R. Cosman Jr., William M. Wells III
90
Voted
ISBI
2008
IEEE
16 years 10 days ago
Segmentation of fetal 3D ultrasound based on statistical prior and deformable model
A statistical variational framework is proposed for the fetus and uterus segmentation in ultrasound images. The Rayleigh and exponential distributions are used to model the pixel ...
Jérémie Anquez, Elsa D. Angelini, Is...
169
Voted
UAI
2008
15 years 1 months ago
Hybrid Variational/Gibbs Collapsed Inference in Topic Models
Variational Bayesian inference and (collapsed) Gibbs sampling are the two important classes of inference algorithms for Bayesian networks. Both have their advantages and disadvant...
Max Welling, Yee Whye Teh, Bert Kappen
VISAPP
2007
15 years 24 days ago
Robust variational bayesian kernel based blind image deconvolution
Dimitris Tzikas, Aristidis Likas, Nikolas P. Galat...
NIPS
1997
15 years 29 days ago
Bayesian Model of Surface Perception
Image intensity variations can result from several different object surface effects, including shading from 3-dimensional relief of the object, or paint on the surface itself. An ...
William T. Freeman, Paul A. Viola