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An accelerometer-based approach to evaluate 3d unistroke gestures
Joint Authors
Khan, Majid Iqbal
Tahir, Muhammad Z.
Madani, Tahir Mustafa
Zaydan, Shaykh
Rida, Sayyid
Ahmad, Mirza
Ashraf, Mahmud
Source
The International Arab Journal of Information Technology
Issue
Vol. 12, Issue 4 (31 Jul. 2015)6 p.
Publisher
Publication Date
2015-07-31
Country of Publication
Jordan
No. of Pages
6
Main Subjects
Abstract EN
This paper presents an evaluation of Three Dimensional (3D) unistroke human arm gestures.
Our scheme employs an accelerometer-based approach by using Nintendo™ Wiimote as a gesture device.
The system takes acceleration signals from Wiimote in order to classify different gestures.
It deals with numeric gestures, i.e., digits from 0 to 9 and simple mathematical operator gestures for addition, subtraction, multiplication and division.
Two techniques, Dynamic Time Warping (DTW) and 2D trajectories are used to recognize and classify gestures.
Successful recognition rates indicate that performing 3D gestures using accelerometer-based devices is intuitive and provides an effective means of interaction with computers.
American Psychological Association (APA)
Madani, Tahir Mustafa& Tahir, Muhammad Z.& Zaydan, Shaykh& Rida, Sayyid& Ahmad, Mirza& Khan, Majid Iqbal…[et al.]. 2015. An accelerometer-based approach to evaluate 3d unistroke gestures. The International Arab Journal of Information Technology،Vol. 12, no. 4.
https://search.emarefa.net/detail/BIM-431133
Modern Language Association (MLA)
Madani, Tahir Mustafa…[et al.]. An accelerometer-based approach to evaluate 3d unistroke gestures. The International Arab Journal of Information Technology Vol. 12, no. 4 (Jul. 2015).
https://search.emarefa.net/detail/BIM-431133
American Medical Association (AMA)
Madani, Tahir Mustafa& Tahir, Muhammad Z.& Zaydan, Shaykh& Rida, Sayyid& Ahmad, Mirza& Khan, Majid Iqbal…[et al.]. An accelerometer-based approach to evaluate 3d unistroke gestures. The International Arab Journal of Information Technology. 2015. Vol. 12, no. 4.
https://search.emarefa.net/detail/BIM-431133
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-431133