An online one class support vector machine based person-specific fall detection system for monitoring an elderly individual in a room environment

In this paper, we propose a novel computer vision based fall detection system for monitoring an elderly person in a home care, assistive living application. Initially, a single camera covering the full view of the room environment is used for the video recording of an elderly person’s daily activiti...

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Bibliographic Details
Main Authors: Miao Yu, Yuanzhang Yu, Adel Rhuma, Mohsen Naqvi, Liang Wang, Jonathon Chambers
Format: Default Article
Published: 2013
Subjects:
Mechanical engineering not elsewhere classified
Health care
Assistive living
Fall detection
Online OCSVM
Posture detection
Mechanical Engineering not elsewhere classified
Online Access:https://hdl.handle.net/2134/13017
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