一种用于环境辅助生活应用的鲁棒多模态跌倒检测方法

H. Alemdar, Yunus Emre Kara, Mustafa Ozan Ozen, G. Yavuz, O. D. Incel, L. Akarun, Cem Ersoy
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引用次数: 12

摘要

意外跌倒威胁到65岁以上老人的生命,可以通过迅速采取行动挽救生命来克服。独居老人和慢性病患者是主要的危险群体。快速有效地检测跌倒将提高这些人的生活质量。本文提出了一种基于加速度计和视频传感器的多模态跌倒检测机制,并对其性能进行了评价。结果表明,加速度计触发的视频处理方法可以最大限度地降低处理成本和隐私问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A robust multimodal fall detection method for ambient assisted living applications
Accidental falls threaten the lives of people over 65 years of age and can be overcome with quick action for saving lives. Old people who live alone and those who have chronic diseases constitute the main risk groups. Fast and effective detection of falls will increase the quality of life of these people. In this study, using accelerometers together with a video sensor, a multi-modal fall detection mechanism is proposed and its performance has been evaluated. The results indicate that an accelerometer triggered video processing method will minimize the processing costs together with privacy related issues.
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