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JMLR
2012
13 years 6 months ago
Low rank continuous-space graphical models
Constructing tractable dependent probability distributions over structured continuous random vectors is a central problem in statistics and machine learning. It has proven diffic...
Carl Smith, Frank Wood, Liam Paninski
ECCV
2004
Springer
16 years 5 months ago
An MCMC-Based Particle Filter for Tracking Multiple Interacting Targets
Abstract. We describe a Markov chain Monte Carlo based particle filter that effectively deals with interacting targets, i.e., targets that are influenced by the proximity and/or be...
Zia Khan, Tucker R. Balch, Frank Dellaert
100
Voted
GLOBECOM
2008
IEEE
15 years 10 months ago
Impact of Mobility on the Behavior of Interference in Cellular Wireless Networks
In this study, the impact of mobility is investigated in low-speed environments such as femtocells and picocells for wireless networks. Given that there is interference on the upl...
Serhan Yarkan, Amine Maaref, Koon Hoo Teo, Hü...
ICIP
2005
IEEE
16 years 5 months ago
Two-channel predictive multiple description coding
This paper presents a multiple description (MD) video codec based on the principles side-information coding. In particular, we highlight certain key components of the codec design...
Ashish Jagmohan, Anshul Sehgal, Narendra Ahuja
138
Voted
ICIP
2003
IEEE
16 years 5 months ago
Sequential Monte Carlo video text segmentation
This paper presents a probabilistic algorithm for segmenting and recognizing text embedded in video sequences. The algorithm approximates the posterior distribution of segmentatio...
Datong Chen, Jean-Marc Odobez