Multiple marker tracking in a single-camera system for gait analysis

Cheng Yang, Ukadike Ugbolue, Bruce Carse, Vladimir Stankovic, Lina Stankovic, Philip Rowe

Research output: Contribution to conferencePaper

Abstract

Human gait analysis for stroke rehabilitation therapy using
video processing tools has become popular in recent years.
This paper proposes a single-camera system for capturing gait
patterns using a Kalman-Structural-Similarity-based
algorithm which tracks multiple markers simultaneously. In
addition, a Graphical User Interface (GUI) is developed for
visualization of the experimental results. The proposed
method aims to explore an alternative and portable approach
to implement human gait analysis with significantly less cost
compared to a state-of-the-art 3D motion capture system.
Original languageEnglish
Publication statusPublished - 4 Aug 2013
EventXXIV Congress of the International Society of Biomechanics: XV Brazilian Congress of Biomechanics - Natal, Brazil
Duration: 4 Aug 20139 Aug 2013
https://isbweb.org/activities/congresses (Conference details)

Conference

ConferenceXXIV Congress of the International Society of Biomechanics
Abbreviated titleISB 2013 Brazil
CountryBrazil
CityNatal
Period4/08/139/08/13
Internet address

Fingerprint

Gait analysis
Cameras
Graphical user interfaces
Patient rehabilitation
Processing

Cite this

Yang, C., Ugbolue, U., Carse, B., Stankovic, V., Stankovic, L., & Rowe, P. (2013). Multiple marker tracking in a single-camera system for gait analysis. Paper presented at XXIV Congress of the International Society of Biomechanics, Natal, Brazil.
Yang, Cheng ; Ugbolue, Ukadike ; Carse, Bruce ; Stankovic, Vladimir ; Stankovic, Lina ; Rowe, Philip. / Multiple marker tracking in a single-camera system for gait analysis. Paper presented at XXIV Congress of the International Society of Biomechanics, Natal, Brazil.
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Yang, C, Ugbolue, U, Carse, B, Stankovic, V, Stankovic, L & Rowe, P 2013, 'Multiple marker tracking in a single-camera system for gait analysis' Paper presented at XXIV Congress of the International Society of Biomechanics, Natal, Brazil, 4/08/13 - 9/08/13, .

Multiple marker tracking in a single-camera system for gait analysis. / Yang, Cheng; Ugbolue, Ukadike; Carse, Bruce; Stankovic, Vladimir; Stankovic, Lina; Rowe, Philip.

2013. Paper presented at XXIV Congress of the International Society of Biomechanics, Natal, Brazil.

Research output: Contribution to conferencePaper

TY - CONF

T1 - Multiple marker tracking in a single-camera system for gait analysis

AU - Yang, Cheng

AU - Ugbolue, Ukadike

AU - Carse, Bruce

AU - Stankovic, Vladimir

AU - Stankovic, Lina

AU - Rowe, Philip

PY - 2013/8/4

Y1 - 2013/8/4

N2 - Human gait analysis for stroke rehabilitation therapy usingvideo processing tools has become popular in recent years.This paper proposes a single-camera system for capturing gaitpatterns using a Kalman-Structural-Similarity-basedalgorithm which tracks multiple markers simultaneously. Inaddition, a Graphical User Interface (GUI) is developed forvisualization of the experimental results. The proposedmethod aims to explore an alternative and portable approachto implement human gait analysis with significantly less costcompared to a state-of-the-art 3D motion capture system.

AB - Human gait analysis for stroke rehabilitation therapy usingvideo processing tools has become popular in recent years.This paper proposes a single-camera system for capturing gaitpatterns using a Kalman-Structural-Similarity-basedalgorithm which tracks multiple markers simultaneously. Inaddition, a Graphical User Interface (GUI) is developed forvisualization of the experimental results. The proposedmethod aims to explore an alternative and portable approachto implement human gait analysis with significantly less costcompared to a state-of-the-art 3D motion capture system.

M3 - Paper

ER -

Yang C, Ugbolue U, Carse B, Stankovic V, Stankovic L, Rowe P. Multiple marker tracking in a single-camera system for gait analysis. 2013. Paper presented at XXIV Congress of the International Society of Biomechanics, Natal, Brazil.