83 search results - page 13 / 17 » Discriminative Fields for Modeling Spatial Dependencies in N... |
JMLR
2010
13 years 3 months ago
2010
We present a new estimation principle for parameterized statistical models. The idea is to perform nonlinear logistic regression to discriminate between the observed data and some...
CVPR
2009
IEEE
15 years 3 months ago
2009
IEEE
We introduce a new technique that can reduce any
higher-order Markov random field with binary labels into
a first-order one that has the same minima as the original.
Moreover, w...
NIPS
2008
13 years 10 months ago
2008
Language and image understanding are two major goals of artificial intelligence which can both be conceptually formulated in terms of parsing the input signal into a hierarchical ...
ECCV
2000
Springer
14 years 10 months ago
2000
Springer
Abstract. Recent human vision research [1] suggests modelling preattentive texture segmentation by taking a set of feature samples from a local region on each side of a hypothesize...
CVPR
1999
IEEE
14 years 26 days ago
1999
IEEE
We introduce an approach to feature-based object recognition, using maximum a posteriori (MAP) estimation under a Markov random field (MRF) model. This approach provides an effici...