1411 search results - page 69 / 283 » Discriminative Random Fields |
CVPR
2008
IEEE
14 years 12 months ago
2008
IEEE
An important problem in image labeling concerns learning with images labeled at varying levels of specificity. We propose an approach that can incorporate images with labels drawn...
ICIP
1994
IEEE
14 years 11 months ago
1994
IEEE
ICPR
2002
IEEE
14 years 11 months ago
2002
IEEE
This paper introduces an approach for handling complex labelling problems driven by local constraints. The purpose is illustrated by two applications: detection of the road networ...
MICCAI
2005
Springer
14 years 10 months ago
2005
Springer
This paper introduces a novel solver, namely cross entropy (CE), into the MRF theory for medical image segmentation. The solver, which is based on the theory of rare event simulati...
ICML
2006
IEEE
14 years 10 months ago
2006
IEEE
Quadratic program relaxations are proposed as an alternative to linear program relaxations and tree reweighted belief propagation for the metric labeling or MAP estimation problem...