A probabilistic model with parsinomious representation for sensor fusion in recognizing activity in pervasive environment

A probabilistic model with parsinomious representation for sensor fusion in recognizing activity in pervasive environment

To tackle the problem of increasing numbers of state transition parameters when the number of sensors increases, we present a probabilistic model together with several parsinomious representations for sensor fusion. These include context specific independence (CSI), mixtures of smaller multinomials...

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Bibliographic Details
Main Authors: Tran, Dung, Phung, Dinh, Bui, H.H., Venkatesh, Svetha
Other Authors: Y.Y. Tang
Format: Conference Paper
Published: IEEE Coputer Society Conference Publishing Services 2006
Online Access:http://hdl.handle.net/20.500.11937/10676

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