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ICMCS
2005
IEEE
173views Multimedia» more  ICMCS 2005»
15 years 3 months ago
A Multi-Modal Mixed-State Dynamic Bayesian Network for Robust Meeting Event Recognition from Disturbed Data
In this work we present a novel multi-modal mixed-state dynamic Bayesian network (DBN) for robust meeting event classification. The model uses information from lapel microphones,...
Marc Al-Hames, Gerhard Rigoll
INFFUS
2010
143views more  INFFUS 2010»
14 years 8 months ago
A multi-agent systems approach to distributed bayesian information fusion
This paper introduces design principles for modular Bayesian fusion systems which can (i) cope with large quantities of heterogeneous information and (ii) can adapt to changing co...
Gregor Pavlin, Patrick de Oude, Marinus Maris, Jan...
CISS
2008
IEEE
15 years 4 months ago
Fusion frames and robust dimension reduction
Abstract— We consider the linear minimum meansquared error (LMMSE) estimation of a random vector of interest from its fusion frame measurements in presence noise and subspace era...
Ali Pezeshki, Gitta Kutyniok, A. Robert Calderbank
ICMCS
2007
IEEE
113views Multimedia» more  ICMCS 2007»
15 years 3 months ago
Dynamic Multimodal Fusion in Video Search
Lexing Xie, Apostol Natsev, Jelena Tesic
AVBPA
2005
Springer
232views Biometrics» more  AVBPA 2005»
15 years 3 months ago
Optimal User Weighting Fusion in DWT Domain On-Line Signature Verification
Isao Nakanishi, Hiroyuki Sakamoto, Yoshio Itoh, Yu...