419 search results - page 3 / 84 » Continuous-Time Belief Propagation |
ECSQARU
1999
Springer
13 years 9 months ago
1999
Springer
Abstract. Given several Dempster-Shafer belief functions, the framework of valuation networks describes an efficient method for computing the marginal of the combined belief functi...
CIMCA
2005
IEEE
13 years 10 months ago
2005
IEEE
Linear response formulas for the generalized belief propagation in approximate inference are derived by using generalized belief propagation. The linear response formulas can give...
JAIR
2010
13 years 3 months ago
2010
The paper investigates parameterized approximate message-passing schemes that are based on bounded inference and are inspired by Pearl’s belief propagation algorithm (BP). We st...
3DPVT
2006
IEEE
13 years 9 months ago
2006
IEEE
We address multiple-view reconstruction under an optimization approach based on belief propagation. A novel formulation of belief propagation that operates in 3-D is proposed to f...
ESTIMEDIA
2008
Springer
13 years 7 months ago
2008
Springer
Markov random field models provide a robust formulation of low-level vision problems. Among the problems, stereo vision remains the most investigated field. The belief propagation...