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A survey of video based action recognition in sports

Rahmad, Nur Azmina and As'ari, Muhammad Amir and Ghazali, Nurul Fathiah and Shahar, Norazman and Sufri, Nur Anis Jasmin (2018) A survey of video based action recognition in sports. Indonesian Journal of Electrical Engineering and Computer Science, 11 (3). pp. 987-993. ISSN 2502-4752

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Abstract

Sport performance analysis which is crucial in sport practice is used to improve the performance of athletes during the games. Many studies and investigation have been done in detecting different movements of player for notational analysis using either sensor based or video based modality. Recently, vision based modality has become the research interest due to the vast development of video transmission online. There are tremendous experimental studies have been done using vision based modality in sport but only a few review study has been done previously. Hence, we provide a review study on the video based technique to recognize sport action toward establishing the automated notational analysis system. The paper will be organized into four parts. Firstly, we provide an overview of the current existing technologies of the video based sports intelligence systems. Secondly, we review the framework of action recognition in all fields before we further discuss the implementation of deep learning in vision based modality for sport actions. Finally, the paper summarizes the further trend and research direction in action recognition for sports using video approach. We believed that this review study would be very beneficial in providing a complete overview on video based action recognition in sports.

Item Type:Article
Uncontrolled Keywords:action recognition, deep learning, sport performance analysis, video based modality
Subjects:T Technology > T Technology (General)
Divisions:Biosciences and Medical Engineering
ID Code:84556
Deposited By: Yanti Mohd Shah
Deposited On:27 Feb 2020 11:05
Last Modified:27 Feb 2020 11:05

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