基于无线网络摄像头的全方位医疗监控系统

Wai Kit Wong, Yen Chee Poh, C. Loo, W. Lim
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引用次数: 8

摘要

本文提出了一种高效的全方位卫生保健监测系统。该监控系统是在老人之家、医院、残疾人中心等保健中心,设置在光线较好的地方,用于检测晕倒的人。当发现昏厥时,它会立即发出信号,从而可以进行警报/治疗。在该系统中,无线网络摄像头与双曲镜连接,用于捕捉医疗中心的全方位场景。然后将捕捉到的场景输入到笔记本电脑中进行图像处理、微弱检测和报警。对数极坐标映射是将全向图像映射为全景图像。设计了一种有效的微弱检测算法,用于检测在医疗中心晕倒的人。实验结果表明,所提出的无线全向监控系统在良好光照条件下,对某民营养老院的监测准确率达到了92.99%。该监控系统的观测意义包括:全向覆盖、高数据压缩输出图像、无线、有效微弱检测能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wireless Webcam Based Omnidirectional Health Care Surveillance System
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 coverage, high data compression output images, wireless, and with effective faint detection capability.
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