DocumentCode
2710069
Title
Wireless Webcam Based Omnidirectional Health Care Surveillance System
Author
Wong, Wai Kit ; Poh, Yen Chee ; Loo, Chu Kiong ; Lim, Way Soong
Author_Institution
Fac. of Eng. & Technol., Multimedia Univ., Ayer Keroh, Malaysia
fYear
2010
fDate
7-10 May 2010
Firstpage
712
Lastpage
716
Abstract
This paper proposes an efficient omnidirectional surveillance system for health care purposes. The proposed surveillance system is used to detect fainted person at health care centers such as old folk´s home, hospital, and handicapped center and is located at the place with good light condition. When a fainted person is detected, it send immediate signal and thus alerts/treatments can be carried out. In this system, a wireless webcam attached with a hyperbolic mirror is used to capture the omnidirectional scene at health care centers. The captured scenes are then fed into a laptop computer for image processing, faint detection and alarm purposing. Log-polar mapping is used to map the omnidirectional images into panoramic images. An effective faint detection algorithm is designed to detect a fainted human at health care centers. Experimental results show that the proposed wireless omnidirectional surveillance system achieves high accuracy (92.99% out of 10000 testing images under good light condition) in monitoring a selected private nursing home. The observed significances of this new proposed surveillance system include: omnidirectional (360°) cover age, high data compression output images, wireless, and with effective faint detection capability.
Keywords
data compression; health care; image processing; video surveillance; data compression output images; faint detection algorithm; handicapped center; health care centers; health care purposes; hyperbolic mirror; image processing; laptop computer; omnidirectional health care surveillance system; omnidirectional images; panoramic images; wireless webcam; Algorithm design and analysis; Detection algorithms; Hospitals; Humans; Image processing; Layout; Medical services; Mirrors; Portable computers; Surveillance; Faint Detection Algorithm; Image processing; Log-Polar Mapping; Omnidirectional Surveillance system; Wireless;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Research and Development, 2010 Second International Conference on
Conference_Location
Kuala Lumpur
Print_ISBN
978-0-7695-4043-6
Type
conf
DOI
10.1109/ICCRD.2010.178
Filename
5489523
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