Privacy-Aware Human Motion Tracking with Realtime Haptic Feedback

Wenbing Zhao, D. Deborah, M. A. Reinthal, B. Ekelman, Glenn Goodman, Joan E. Niederriter
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引用次数: 29

Abstract

In this paper, we describe a system that integrates 3D motion sensors, wearable devices, and smart phones to perform privacy-aware human motion tracking with real time hap tic feedback. The system is designed to enhance safe patient handling and thus reduce the injury rates of health caregivers in nursing homes and hospitals. Due to privacy concern and governmental regulations, it is paramount that only consented caregivers are tracked. Our system satisfies this requirement by employing a registration process for consented caregivers before their activities are monitored. The registration process involves the corroboration of human motion captured in different modalities (computer-vision-based and accelerometer-based). Patient handling activities of caregivers are assessed in real time using a rule-based approach. Upon detection of unsafe activities, hap tic feedback is delivered in real time to the caregiver via the wearable device worn by the caregiver.
具有实时触觉反馈的隐私感知人体运动跟踪
在本文中,我们描述了一个集成了3D运动传感器、可穿戴设备和智能手机的系统,该系统可以通过实时反馈来执行隐私感知的人体运动跟踪。该系统旨在加强对病人的安全处理,从而减少疗养院和医院保健护理人员的受伤率。由于隐私问题和政府法规,只有同意的护理人员被跟踪是至关重要的。我们的系统通过在监控看护人的活动之前对其进行注册来满足这一要求。配准过程包括以不同模式(基于计算机视觉和基于加速度计)捕获的人体运动的确证。使用基于规则的方法实时评估护理人员的患者处理活动。一旦检测到不安全的活动,就会通过护理人员佩戴的可穿戴设备将安全反馈实时传递给护理人员。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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