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Detection of Abnormal Living Patterns for Elderly Living Alone Using Support Vector Data Description

IEEE transactions on information technology in biomedicine : a publication of the IEEE Engineering in Medicine and Biology Society, v.15 no.3, 2011년, pp.438 - 448  

Jae Hyuk Shin (Interdiscipl. Program on Biomed. Eng., Seoul Nat. Univ., Seoul, South Korea) ,  Boreom Lee (Grad.-Program of Med. Syst. Eng. (GMSE), Gwangju Inst. of Sci. & Technol. (GIST), Gwangju, South Korea) ,  Kwang Suk Park (Dept. of Biomed. Eng., Seoul Nat. Univ., Seoul, South Korea)

Abstract AI-Helper 아이콘AI-Helper

In this study, we developed an automated behavior analysis system using infrared (IR) motion sensors to assist the independent living of the elderly who live alone and to improve the efficiency of their healthcare. An IR motion-sensor-based activity-monitoring system was installed in the houses of t...

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