Section: Overview
Overview
Key publications
Research funding
Supervising & teaching
Career

Key details

Areas of expertise

  • Computer vision
  • Image processing
  • Machine Learning
  • Sports Tactical Analysis

Available to supervise research students

Available for media queries

About Kokum Weeratunga

Kokum is a Data Scientist with VU’s Institute for Health & Sport and is part of the research collaboration with Tennis Australia known as the Game Insight Group (GIG).

His research background is in image processing, computer vision and machine learning, currently focusing on developing unobtrusive data gathering methods in order to collect information related to athletic performance.

Prior to his current appointment, he was with the Malaysian Sports Institute in a sports technology research role.He has over 10 years of experience working with elite sports at Olympic, World and Commonwealth levels including badminton, squash, and track cycling.

Kokum was the tactical analyst for Malaysia Badminton in the 4 years leading up to the London Olympic Games and was the lead tactical analyst for the Malaysian contingent at the 2012 London Games. After the Olympics, Kokum completed his PhD at Monash University in computer vision and pattern recognition. As a part of this research role he focused on applying computer vision and machine learning to automate tactical analysis in badminton.

Due to the cross disciplinary applied nature of his professional experience, Kokum maintains an interest in applying engineering and computer science in elite sporting environments. 

Qualifications

  • PhD, Monash University, Malaysia, 2018

Key publications

Year Citation
2017 Weeratunga, K., Dharmaratne, A., & How, K. B. (170701). Application of Computer Vision and Vector Space Model for Tactical Movement Classification in Badminton Paper presented at 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE.

doi: 10.1109/cvprw.2017.22

2017 Weeratunga, K., Dharmaratne, A., & How, K. B. (170601). Classification of spatio-temporal data represented as multiset for tactical profiling in badminton Paper presented at 2017 2nd International Conference on Image, Vision and Computing (ICIVC). IEEE.

doi: 10.1109/icivc.2017.7984701

2014 Weeratunga, K., How, K. B., Dharmaratne, A., & Messom, C. (141201). Application of computer vision to automate notation for tactical analysis of badminton Paper presented at 2014 13th International Conference on Control Automation Robotics & Vision (ICARCV). IEEE.

doi: 10.1109/icarcv.2014.7064329

Research funding for the past 5 years

Funding details for this researcher are currently unavailable.

Supervision of research students at VU

Available to supervise research students

Available for media queries

Invited keynote speeches

Year Title/Description
2018

Sports, Analysis, & Numbers: A Practitioner's Perspective

MathSport Asia 2018