Empirical Thresholding on Spatio-Temporal Autoencoders Trained on Surveillance Videos in a Dementia Care Unit

Agitation is a key behavioural and psychological symptom exhibited by people with dementia. These behaviours can put the patient with dementia and others' health and safety at risk. Surveillance cameras installed in long-term care facilities provide an opportunity to monitor patients continuous...

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Veröffentlicht in:	2023 20th Conference on Robots and Vision (CRV) S. 265 - 272
Hauptverfasser:	Khan, Shehroz S., Mishra, Pratik K., Ye, Bing, Newman, Kristine, Iaboni, Andrea, Mihailidis, Alex
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.06.2023
Schlagworte:	agitation anomaly detection autoencoder Cameras Correlation coefficient dementia Health and safety Psychology Skeleton Surveillance threshold Training data
Online-Zugang:	Volltext
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