Kinematics analysis multimedia system for rehabilitation
Ye, Minxiang and Yang, Cheng and Stankovic, Vladimir and Stankovic, Lina and Kerr, Andrew; Murino, Vittorio and Puppo, Enrico and Sona, Diego and Cristani, Marco and Sansone, Carlo, eds. (2015) Kinematics analysis multimedia system for rehabilitation. In: New Trends in Image Analysis and Processing - ICIAP 2015 Workshops. Lecture Notes in Computer Science, 9281 . Springer, ITA, pp. 571-579. ISBN 9783319232218
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Abstract
Driven by recent advances in information and communications technology, tele-rehabilitation services based on multimedia processing are emerging. Gait analysis is common for many rehabilitation programs, being, for example, periodically performed in the post-stroke 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 that enables tele-rehabilitation services from home and local clinics. 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 using a customised user-friendly application that facilitates seamless navigation through the captured scene and multi-view video data processing, designed using feedback from practitioners to maximise user experience. The locally processed rehabilitation data can be accessed by cross-platform mobile devices using cloud-based services enabling emerging tele-rehabilitation practices.
Creators(s): |
Ye, Minxiang ![]() ![]() ![]() ![]() ![]() | Item type: | Book Section |
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ID code: | 54970 |
Keywords: | multimedia signal processing, gait analysis, optical marker, multimedia content analysis, Electrical engineering. Electronics Nuclear engineering, Electrical and Electronic Engineering |
Subjects: | Technology > Electrical engineering. Electronics Nuclear engineering |
Department: | Faculty of Engineering > Electronic and Electrical Engineering Faculty of Engineering > Biomedical Engineering |
Depositing user: | Pure Administrator |
Date deposited: | 11 Dec 2015 04:28 |
Last modified: | 20 Jan 2021 15:46 |
URI: | https://strathprints.strath.ac.uk/id/eprint/54970 |
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