Automated Recognition of Complex Agitation Behavior of Dementia Patients Using Video Camera

This paper presents a framework and techniques for recognition and automated rating of complex agitation behavior for patients with dementia using video camera. In particular, we present an approach using hierarchical descriptors for video feature extraction for understanding, modeling and recognizi...

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Bibliographic Details
Main Authors: Fook, F.S., Pham Viet Thang, That Mon Htwe, Qiu Qiang, Aung Aung Phyo Wai, Jayachandran, M., Biswas, J., Yap, P.
Format: Conference Proceeding
Language:English
Subjects:
Cameras
Character recognition
Computer vision
Dementia
Feature extraction
Geriatrics
Hospitals
Humans
Psychology
Surveillance
Online Access:Request full text
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Summary:This paper presents a framework and techniques for recognition and automated rating of complex agitation behavior for patients with dementia using video camera. In particular, we present an approach using hierarchical descriptors for video feature extraction for understanding, modeling and recognizing complex agitation behavior in patients.
DOI:10.1109/HEALTH.2007.381605