A robust fall detection system for the elderly in a smart room

In this paper, we propose a novel and robust fall detection system by using a density method for modeling a fall event as a function of certain video feature.3-D head velocity and human shape information are extracted as feature and three types of density model, single Gaussian, mixture of Gaussians...

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Bibliographic Details

Main Authors:	Miao Yu, Mohsen Naqvi, Jonathon Chambers
Format:	Default Conference proceeding
Published:	2010
Subjects:	Mechanical engineering not elsewhere classified Code-book background subtraction Density method Fall detection Head tracking Motion-based particle filtering Mechanical Engineering not elsewhere classified
Online Access:	https://hdl.handle.net/2134/7606
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