211 search results - page 5 / 43 » Estimating Markov Random Field Potentials for Natural Images |
80
Voted
ICCV
2003
IEEE
16 years 6 days ago
2003
IEEE
In this work we present Discriminative Random Fields (DRFs), a discriminative framework for the classification of image regions by incorporating neighborhood interactions in the l...
87
Voted
CVPR
2005
IEEE
16 years 9 days ago
2005
IEEE
We develop a framework for learning generic, expressive image priors that capture the statistics of natural scenes and can be used for a variety of machine vision tasks. The appro...
84
Voted
ICPR
2002
IEEE
15 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...
79
Voted
NIPS
2003
14 years 11 months ago
2003
In this paper we present Discriminative Random Fields (DRF), a discriminative framework for the classification of natural image regions by incorporating neighborhood spatial depe...
104
click to vote
ISBI
2008
IEEE
15 years 4 months ago
2008
IEEE
In this paper we propose a classification-based method towards the segmentation of diffusion tensor images. We use Support Vector Machines to classify diffusion tensors and we ex...