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Gait Analysis using a Single Depth Camera

Abstract: 

Gait analysis is often used as part of the rehabilitation program for post-stoke recovery assessment. Since current optical diagnostic and patient assessment tools tend to be expensive and not portable, this paper proposes a novel marker-based tracking system using a single depth camera which provides a cost-effective solution suitable for home and clinic use. The proposed system can simultaneously generate motion patterns even within a complex background using the proposed geometric model-based algorithm and autonomously provide gait analysis results. The processed rehabilitation data can be accessed by cross-platform mobile devices using cloud-based services enabling emerging tele-rehabilitation practices. Experimental validation shows a good agreement with state-of-the-art non-portable and expensive industrial standards.

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Paper Details

Authors:
Minxiang Ye, Cheng Yang, Lina Stankovic, Andrew Kerr
Submitted On:
23 February 2016 - 1:44pm
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Vladimir Stankovic
Document Year:
2015
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[1] Minxiang Ye, Cheng Yang, Lina Stankovic, Andrew Kerr, "Gait Analysis using a Single Depth Camera", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/275. Accessed: Sep. 21, 2020.
@article{275-15,
url = {http://sigport.org/275},
author = {Minxiang Ye; Cheng Yang; Lina Stankovic; Andrew Kerr },
publisher = {IEEE SigPort},
title = {Gait Analysis using a Single Depth Camera},
year = {2015} }
TY - EJOUR
T1 - Gait Analysis using a Single Depth Camera
AU - Minxiang Ye; Cheng Yang; Lina Stankovic; Andrew Kerr
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/275
ER -
Minxiang Ye, Cheng Yang, Lina Stankovic, Andrew Kerr. (2015). Gait Analysis using a Single Depth Camera. IEEE SigPort. http://sigport.org/275
Minxiang Ye, Cheng Yang, Lina Stankovic, Andrew Kerr, 2015. Gait Analysis using a Single Depth Camera. Available at: http://sigport.org/275.
Minxiang Ye, Cheng Yang, Lina Stankovic, Andrew Kerr. (2015). "Gait Analysis using a Single Depth Camera." Web.
1. Minxiang Ye, Cheng Yang, Lina Stankovic, Andrew Kerr. Gait Analysis using a Single Depth Camera [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/275