1018 search results - page 1 / 204 » Learning Probabilistic Models of Contours |
ICPR
2010
IEEE
13 years 6 months ago
2010
IEEE
We present a methodology for learning spline-based probabilistic models for sets of contours, proposing a new Monte Carlo variant of the EM algorithm to estimate the parameters of...
IJCV
2008
13 years 4 months ago
2008
ICML
2007
IEEE
14 years 5 months ago
2007
IEEE
We introduce a robust probabilistic approach to modeling shape contours based on a lowdimensional, nonlinear latent variable model. In contrast to existing techniques that use obj...
CVBIA
2005
Springer
13 years 10 months ago
2005
Springer
In this paper we present a new framework for image segmentation using probabilistic multinets. We apply this framework to integration of regionbased and contour-based segmentation ...
CVPR
2004
IEEE
14 years 6 months ago
2004
IEEE
This paper proposes a new framework for image segmentation based on the integration of MRFs and deformable models using graphical models. We first construct a graphical model to r...