Tracking Table Tennis Balls in Real Match Scenes for Umpiring Applications

Wong, Patrick and Dooley, Laurence (2011). Tracking Table Tennis Balls in Real Match Scenes for Umpiring Applications. British Journal of Mathematics & Computer Science, 1(4) pp. 228–241.

DOI: https://doi.org/10.5281/zenodo.8730

URL: http://www.sciencedomain.org/download.php?f=131654...

Abstract

Judging the legitimacy of table tennis services presents many challenges where technology can be judiciously applied to enhance decision-making. This paper presents a purpose-built system to automatically detect and track the ball during table-tennis services to enable precise judgment over their legitimacy in real-time. The system comprises a suite of algorithms which adaptively exploit spatial and temporal information from real match video sequences, which are generally characterised by high object motion, allied with object blurring and occlusion. Experimental results on a diverse set of table-tennis test sequences corroborate the system performance in facilitating consistently accurate and efficient decision-making over the validity of a service.

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About

• Item ORO ID
• 29542
• Item Type
• Journal Item
• ISSN
• 2231-0851
• Keywords
• video processing; image segmentation; object detection; object tracking; table tennis; umpiring;
• Academic Unit or School
• Faculty of Science, Technology, Engineering and Mathematics (STEM) > Computing and Communications
  Faculty of Science, Technology, Engineering and Mathematics (STEM)
• Research Group
• Centre for Research in Computing (CRC)
• Copyright Holders
• © 2011 K. C. P. Wong, © 2011 L. S. Dooley
• Depositing User
• Patrick Wong