DocumentCode
2048645
Title
A Multimedia-Based System for Monitoring Sleepwalkers
Author
Atrey, Pradeep K. ; Hossain, M. Anwar ; El Saddik, Abdulmotaleb
Author_Institution
Multimedia Commun. Res. Lab., Univ. of Ottawa, Ottawa, ON, Canada
fYear
2007
fDate
24-27 Nov. 2007
Firstpage
1459
Lastpage
1462
Abstract
Sleepwalking is a sleep disorder that can lead to various dangerous consequences. Although a significant amount of research has been done by the medical community for diagnosis and treatment of this disease, hardly any technological attempt has been made for preventing a sleepwalker from performing a violent or dangerous activity. In this paper, we present a multimedia-based monitoring system that uses motion and video sensors to detect the unusual activity of a sleepwalker. Motion detection triggers video cameras to capture images, which are processed by the system to identify a sleepwalker using face detection/recognition technology. The system raises multiple levels of alarms depending upon the movement of the sleepwalker in and out of the house. The test results demonstrate the effectiveness of installing such a system for monitoring sleepwalkers.
Keywords
alarm systems; biomedical telemetry; face recognition; gait analysis; image motion analysis; medical disorders; multimedia systems; patient monitoring; sleep; video signal processing; alarm system; dangerous activity; disease diagnosis; disease treatment; face detection technology; face recognition technology; motion detection; motion sensors; multimedia-based monitoring system; sleep disorder; sleepwalker movement monitoring system; video cameras; video sensors; Biomedical imaging; Biomedical monitoring; Cameras; Diseases; Face detection; Medical diagnostic imaging; Medical treatment; Motion detection; Sensor systems; Sleep; IP camera; Somnambulism; monitoring; motion sensor; multimedia; sleepwalking;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications, 2007. ICSPC 2007. IEEE International Conference on
Conference_Location
Dubai
Print_ISBN
978-1-4244-1235-8
Electronic_ISBN
978-1-4244-1236-5
Type
conf
DOI
10.1109/ICSPC.2007.4728605
Filename
4728605
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