Senior Health Monitoring Using Kinect

Research output: A Conference proceeding or a Chapter in BookConference contribution

39 Citations (Scopus)

Abstract

This paper presents a new senior health monitoring system using the Kinect device to monitor elderly people and detect when they are likely to fall by measuring their gait, and analyzing change in posture when they change from sitting to standing or vice versa. Support vector machine is used to analyze the gait and posture data obtained from the Kinect device. Several experiments were performed to evaluate the proposed system and experimental results as well as research experience on using the Kinect device will be presented
Original languageEnglish
Title of host publicationThe 4th International Conference on Communications Electronics (ICCE)
EditorsNguyen Xuan Quynh, Jinwoo Park, Roberto D Graglia
Place of PublicationUSA
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages309-312
Number of pages4
ISBN (Electronic)9781467324939
ISBN (Print)9781467324922
DOIs
Publication statusPublished - 2012
Event4th International Conference on Communications & Electronics (ICCE) - Hue, Hue, Viet Nam
Duration: 1 Aug 20123 Aug 2012

Conference

Conference4th International Conference on Communications & Electronics (ICCE)
Abbreviated titleICCE 2012
CountryViet Nam
CityHue
Period1/08/123/08/12

Fingerprint

Support vector machines
Health
Monitoring
Experiments

Cite this

Tran, D., Ma, W., & Sharma, D. (2012). Senior Health Monitoring Using Kinect. In N. X. Quynh, J. Park, & R. D. Graglia (Eds.), The 4th International Conference on Communications Electronics (ICCE) (pp. 309-312). USA: IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/CCE.2012.6315918
Tran, Dat ; Ma, Wanli ; Sharma, Dharmendra. / Senior Health Monitoring Using Kinect. The 4th International Conference on Communications Electronics (ICCE). editor / Nguyen Xuan Quynh ; Jinwoo Park ; Roberto D Graglia. USA : IEEE, Institute of Electrical and Electronics Engineers, 2012. pp. 309-312
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Tran, D, Ma, W & Sharma, D 2012, Senior Health Monitoring Using Kinect. in NX Quynh, J Park & RD Graglia (eds), The 4th International Conference on Communications Electronics (ICCE). IEEE, Institute of Electrical and Electronics Engineers, USA, pp. 309-312, 4th International Conference on Communications & Electronics (ICCE), Hue, Viet Nam, 1/08/12. https://doi.org/10.1109/CCE.2012.6315918

Senior Health Monitoring Using Kinect. / Tran, Dat; Ma, Wanli; Sharma, Dharmendra.

The 4th International Conference on Communications Electronics (ICCE). ed. / Nguyen Xuan Quynh; Jinwoo Park; Roberto D Graglia. USA : IEEE, Institute of Electrical and Electronics Engineers, 2012. p. 309-312.

Research output: A Conference proceeding or a Chapter in BookConference contribution

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AU - Tran, Dat

AU - Ma, Wanli

AU - Sharma, Dharmendra

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N2 - This paper presents a new senior health monitoring system using the Kinect device to monitor elderly people and detect when they are likely to fall by measuring their gait, and analyzing change in posture when they change from sitting to standing or vice versa. Support vector machine is used to analyze the gait and posture data obtained from the Kinect device. Several experiments were performed to evaluate the proposed system and experimental results as well as research experience on using the Kinect device will be presented

AB - This paper presents a new senior health monitoring system using the Kinect device to monitor elderly people and detect when they are likely to fall by measuring their gait, and analyzing change in posture when they change from sitting to standing or vice versa. Support vector machine is used to analyze the gait and posture data obtained from the Kinect device. Several experiments were performed to evaluate the proposed system and experimental results as well as research experience on using the Kinect device will be presented

U2 - 10.1109/CCE.2012.6315918

DO - 10.1109/CCE.2012.6315918

M3 - Conference contribution

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BT - The 4th International Conference on Communications Electronics (ICCE)

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A2 - Park, Jinwoo

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Tran D, Ma W, Sharma D. Senior Health Monitoring Using Kinect. In Quynh NX, Park J, Graglia RD, editors, The 4th International Conference on Communications Electronics (ICCE). USA: IEEE, Institute of Electrical and Electronics Engineers. 2012. p. 309-312 https://doi.org/10.1109/CCE.2012.6315918