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

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

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 conference › Paper

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 language	English
Publication status	Published - 4 Aug 2013
Event	XXIV Congress of the International Society of Biomechanics: XV Brazilian Congress of Biomechanics - Natal, Brazil Duration: 4 Aug 2013 → 9 Aug 2013 https://isbweb.org/activities/congresses (Conference details)

Conference

Conference	XXIV Congress of the International Society of Biomechanics
Abbreviated title	ISB 2013 Brazil
Country/Territory	Brazil
City	Natal
Period	4/08/13 → 9/08/13
Internet address	https://isbweb.org/activities/congresses (Conference details)

Cite this

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title = "Multiple marker tracking in a single-camera system for gait analysis",

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.",

author = "Cheng Yang and Ukadike Ugbolue and Bruce Carse and Vladimir Stankovic and Lina Stankovic and Philip Rowe",

year = "2013",

month = aug,

day = "4",

language = "English",

note = "XXIV Congress of the International Society of Biomechanics : XV Brazilian Congress of Biomechanics, ISB 2013 Brazil ; Conference date: 04-08-2013 Through 09-08-2013",

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}

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 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.

AB - 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.

M3 - Paper

T2 - XXIV Congress of the International Society of Biomechanics

Y2 - 4 August 2013 through 9 August 2013

ER -

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

Abstract

Conference

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