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MM
2005
ACM
140views Multimedia» more  MM 2005»
16 years 3 days ago
Topic transition detection using hierarchical hidden Markov and semi-Markov models
In this paper we introduce a probabilistic framework to exploit hierarchy, structure sharing and duration information for topic transition detection in videos. Our probabilistic d...
Dinh Q. Phung, Thi V. Duong, Svetha Venkatesh, Hun...
ICDT
2011
ACM
242views Database» more  ICDT 2011»
14 years 10 months ago
Knowledge compilation meets database theory: compiling queries to decision diagrams
The goal of Knowledge Compilation is to represent a Boolean expression in a format in which it can answer a range of online-queries in PTIME. The online-query of main interest to ...
Abhay Kumar Jha, Dan Suciu
MICCAI
2009
Springer
16 years 7 months ago
Setting Priors and Enforcing Constraints on Matches for Nonlinear Registration of Meshes
Abstract. We show that a simple probabilistic modelling of the registration problem for surfaces allows to solve it by using standard clustering techniques. In this framework, poin...
Benoît Combès, Sylvain Prima
ICRA
2008
IEEE
132views Robotics» more  ICRA 2008»
16 years 1 months ago
Accelerated appearance-only SLAM
Abstract— This paper describes a probabilistic bail-out condition for multihypothesis testing based on Bennett’s inequality. We investigate the use of the test for increasing t...
Mark Joseph Cummins, Paul M. Newman
IBPRIA
2007
Springer
16 years 21 days ago
Locating and Segmenting 3D Deformable Objects by Using Clusters of Contour Fragments
Abstract. This paper presents a new approach to the problem of simultaneous location and segmentation of object in images. The main emphasis is done on the information provided by ...
Manuel J. Marín-Jiménez, Nicolas P&e...