Optimal dual cameras setup for motion recognition in salat activity
Joint Authors
Jafar, Nur Azrini
Jasmi, Kamarul Azmi
Yusuf, Yusman Azimi
Ismail, Nur Azman
Source
The International Arab Journal of Information Technology
Issue
Vol. 16, Issue 6 (30 Nov. 2019), pp.1082-1089, 8 p.
Publisher
Publication Date
2019-11-30
Country of Publication
Jordan
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Abstract EN
Motion recognition has received significant attention in recent years in the area of computer vision since it has a wide range of potential application that can be developed.
A wide variety of algorithms and techniques were proposed in the context of developing human motion recognition systems.
This paper investigated optimal dual sensors setup in motion recognition for salat activity by using multisensor which has remained unexplored.
Existing works in the related field are able to recognise few salat movements, but not from the multisensor perspective which is important for better recognition and analytic results.
This research proposed a solution that is relevant to the current scenario where we deal with one of the fundamental activities required for every Muslim which is salat.
Not only carrying out salat with the right actions will help strengthen our relationship with Allah Subhanahu Wa Taʿala (SWT), but also enable the formation of a positive personality, mental well-being, and physical health.
Firstly, this research identified the best position setup of a dual sensor.
Then, Hidden Markov Model was used to classify all movements in salat activity and the data were trained before the testing phase.
This study led to a new way of learning for salat activity which can be further explored and developed.
This research contributed a new way of learning by incorporating new interaction in human-computer interaction.
The outcome of this research will be very useful in validating the salat movements of every Muslim.
American Psychological Association (APA)
Jafar, Nur Azrini& Ismail, Nur Azman& Jasmi, Kamarul Azmi& Yusuf, Yusman Azimi. 2019. Optimal dual cameras setup for motion recognition in salat activity. The International Arab Journal of Information Technology،Vol. 16, no. 6, pp.1082-1089.
https://search.emarefa.net/detail/BIM-915130
Modern Language Association (MLA)
Jafar, Nur Azrini…[et al.]. Optimal dual cameras setup for motion recognition in salat activity. The International Arab Journal of Information Technology Vol. 16, no. 6 (Nov. 2019), pp.1082-1089.
https://search.emarefa.net/detail/BIM-915130
American Medical Association (AMA)
Jafar, Nur Azrini& Ismail, Nur Azman& Jasmi, Kamarul Azmi& Yusuf, Yusman Azimi. Optimal dual cameras setup for motion recognition in salat activity. The International Arab Journal of Information Technology. 2019. Vol. 16, no. 6, pp.1082-1089.
https://search.emarefa.net/detail/BIM-915130
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 1088-1089
Record ID
BIM-915130