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
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;
Conference_Titel :
Computer Research and Development, 2010 Second International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-0-7695-4043-6
DOI :
10.1109/ICCRD.2010.178