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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