Activity Recognition Using Binary Sensors for Elderly People Living Alone: Scanpath Trend Analysis Approach

Hakan Yekta Yatbaz; Sukru Eraslan; Yeliz Yesilada; Enver Ever

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Activity Recognition Using Binary Sensors for Elderly People Living Alone: Scanpath Trend Analysis Approach

机译：使用二进制传感器的老人活动识别：Scanpath趋势分析方法

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Unobtrusive activity recognition is known to be the most preferred solution for monitoring daily activities of elderly people. In this paper, Scanpath Trend Analysis (STA) is employed for unobtrusive activity recognition of elderly people living alone. Bi

机译：众所周知，活动通畅识别是监视老年人日常活动的最优选解决方案。在本文中，Scanpath Trend Analysis（STA）用于识别老年人的独立活动。双

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来源
《IEEE sensors journal》 |2019年第17期|7575-7582|共8页
作者
Hakan Yekta Yatbaz; Sukru Eraslan; Yeliz Yesilada; Enver Ever;
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作者单位

Department of Computer Engineering Middle East Technical University Northern Cyprus Campus Güzelyurt Turkey;

Department of Computer Engineerin;

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原文格式 PDF
正文语种 eng
中图分类
关键词
Training; Monitoring; Biomedical monitoring; Wearable sensors; Activity recognition; Support vector machines;

机译：训练;监控;生物医学监测;可穿戴式传感器;活动识别;支持向量机;

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专利

1. Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN [J] . Gochoo Munkhjargal, Tan Tan-Hsu, Liu Shing-Hong, Biomedical and Health Informatics, IEEE Journal of . 2019,第2期

机译：使用匿名二进制传感器和DCNN的老年人独立活动识别
2. Analysis of Ankle Joint Motions for 12 Different Activities of Daily Living in the Elderly Using the Pattern Recognition Approach [J] . International Journal of Precision Engineering and Manufacturing . 2020,第6期

机译：使用模式识别方法分析12种不同活动的12种不同活动的踝关节动作
3. Analysis of activities of daily living in elderly people living alone: single-subject feasibility study. [J] . Suzuki R, Ogawa M, Otake S, Telemedicine journal and e-health: the official journal of the American Telemedicine Association . 2004,第2期

机译：单身老人的日常生活活动分析：单项可行性研究。
4. Sensor System to Advice Health-aware Information for Elderly People on Daily Living Activities [C] . Tomoya Ohiwa, Hiroshi Yamamoto, Katsuyuki Yamazaki International Conference on Computing, Networking and Communications . 2016

机译：传感器系统建议在日常生活活动中建议老年人的健康意识信息
5. Indoor scene and human activity analysis with wireless binary sensor networks. [D] . Sun, Qingquan. 2013

机译：使用无线二进制传感器网络进行室内场景和人类活动分析。
6. Unobtrusive Monitoring the Daily Activity Routine of Elderly People Living Alone with Low-Cost Binary Sensors [O] . Ioan Susnea, Luminita Dumitriu, Mihai Talmaciu, 2019

机译：通过低成本的二进制传感器轻松监控独自生活的老年人的日常活动
7. Unobtrusive Monitoring the Daily Activity Routine of Elderly People Living Alone, with Low-Cost Binary Sensors [O] . Ioan Susnea, Luminita Dumitriu, Mihai Talmaciu, 2019

机译：不引人注目地监测单独生活的老年人的日常活动常规，低成本二元传感器

Activity Recognition Using Binary Sensors for Elderly People Living Alone: Scanpath Trend Analysis Approach

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