97 search results - page 2 / 20 » Smooth Image Segmentation by Nonparametric Bayesian Inferenc... |
ICPR
2008
IEEE
14 years 6 months ago
2008
IEEE
We address the problem of object-based visual attention from a Bayesian standpoint. We contend with the issue of joint segmentation and saliency computation suitable to provide a ...
SCALESPACE
2007
Springer
13 years 11 months ago
2007
Springer
In region-based image segmentation, two models dominate the field: the Mumford-Shah functional and statistical approaches based on Bayesian inference. Whereas the latter allow for...
TSP
2011
13 years 9 days ago
2011
—Many complex dynamical phenomena can be effectively modeled by a system that switches among a set of conditionally linear dynamical modes. We consider two such models: the switc...
ICIP
2006
IEEE
14 years 7 months ago
2006
IEEE
Piecewise constant and piecewise smooth Mumford-Shah (MS) models have been widely studied and used for image segmentation. More complicated than piecewise constant MS, global Gaus...
JMLR
2011
13 years 9 days ago
2011
A logistic stick-breaking process (LSBP) is proposed for non-parametric clustering of general spatially- or temporally-dependent data, imposing the belief that proximate data are ...