DocumentCode :
1910941
Title :
Privacy-Aware Human Motion Tracking with Realtime Haptic Feedback
Author :
Wenbing Zhao ; Deborah, Deborah D. ; Reinthal, M. Ann ; Ekelman, Beth ; Goodman, Glenn ; Niederriter, Joan
Author_Institution :
Dept. of Electr. & Comput. Eng., Cleveland State Univ., Cleveland, OH, USA
fYear :
2015
fDate :
June 27 2015-July 2 2015
Firstpage :
446
Lastpage :
453
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.
Keywords :
accelerometers; computer vision; data privacy; haptic interfaces; health care; hospitals; image motion analysis; injuries; medical image processing; mobile computing; object tracking; 3D motion sensors; accelerometer-based modalities; computer-vision-based modalities; health caregiver injuries; hospitals; nursing homes; privacy-aware human motion tracking; real-time haptic feedback; safe patient handling; smart phones; wearable devices; Biomedical monitoring; Computers; Injuries; Sensors; Servers; Smart phones; Tracking; Accelerometer; Haptic Feedback; Microsoft Kinect; Privacy; Realtime Motion Assessment; Safe Patient Handling; Smart Watch;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mobile Services (MS), 2015 IEEE International Conference on
Conference_Location :
New York, NY
Print_ISBN :
978-1-4673-7283-1
Type :
conf
DOI :
10.1109/MobServ.2015.67
Filename :
7226723
Link To Document :
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