Explicit state duration HMM for abnormality detection in sequences of human activity

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Explicit state duration HMM for abnormality detection in sequences of human activity

Much of the current work in human behaviour modelling concentrates on activity recognition, recognising actions and events through pose, movement, and gesture analysis. Our work focuses on learning and detecting abnormality in higher level behavioural patterns. The hidden Markov model (HMM) is one a...

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Bibliographic Details
Main Authors:	Luhr, Sebastian, Venkatesh, Svetha, West, Geoffrey, Bui, Hung H.
Other Authors:	Chengqi Zhang
Format:	Conference Paper
Published:	Springer-Verlag 2004
Online Access:	http://hdl.handle.net/20.500.11937/8946

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