367 search results - page 2 / 74 » Sketch-based tree modeling using Markov random field |
79
Voted
ACL
2009
14 years 8 months ago
2009
Most approaches to topic modeling assume an independence between documents that is frequently violated. We present an topic model that makes use of one or more user-specified grap...
89
Voted
ICASSP
2011
IEEE
14 years 1 months ago
2011
IEEE
Stochastic image modeling based on conventional Markov random fields is extensively discussed in the literature. A new stochastic image model based on Markov random fields is intr...
136
Voted
ICMCS
2009
IEEE
14 years 8 months ago
2009
IEEE
In this paper, we present a novel localized Markov random field (MRF) method based on superpixels for region segmentation. Early vision problems could be formulated as pixel label...
91
Voted
ICRA
2009
IEEE
14 years 8 months ago
2009
IEEE
Contextual reasoning through graphical models such as Markov Random Fields often show superior performance against local classifiers in many domains. Unfortunately, this performanc...
129
Voted
ICCV
2011
IEEE
13 years 10 months ago
2011
IEEE
We propose a novel way to induce a random field from an energy function on discrete labels. It amounts to locally injecting noise to the energy potentials, followed by finding t...