1319 search results - page 62 / 264 » Recursive Random Fields |
104
click to vote
CVPR
2008
IEEE
16 years 2 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...
92
Voted
ICIP
1994
IEEE
16 years 2 months ago
1994
IEEE
99
Voted
ICPR
2002
IEEE
16 years 1 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...
128
Voted
MICCAI
2005
Springer
16 years 1 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...
96
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
Discriminative training of graphical models can be expensive if the variables have large cardinality, even if the graphical structure is tractable. In such cases, pseudolikelihood...