Ning DING
Current Affiliation:
Assistant Professor, Tamaki Lab, Nagoya Institute of Technology
Contact Information:
Address: Room 406, No.20 Building, Nagoya Institute of Technology, Nagoya, Japan
Phone: +81-08037559716
Email: ding.ning@nitech.jp
ORCID: 0000-0002-3067-7341
Education:
Mar. 2024 - Graduate School of Engineering, Nagoya Institute of Technology, Assistant Professor
Apr. 2021 - Mar. 2024 Department of Intelligent Systems, Graduate School of Informatics, Nagoya University, Ph.D.
Apr. 2019 - Mar. 2021 Department of Information Architecture, Graduate School of Information, Production and Systems, Waseda university, Master
Sept. 2013 - June 2017 Department of Electronic Information Science and Technology, School of Automation, Guangdong University of Technology, Bachelor
Sept. 2010 - June 2013 Anhui Normal University High School
Research Interest: Player evaluation and visual analysis in sports using machine learning methods.
Research:
Player evalution
In the study of badminton player evaluation, we used reinforcement learning to quantitatively evaluate the strokes of badminton. We believe this technique will help us find out which strokes directly or indirectly lead to the players losing points during a rally.
Visual analysis of the game control area
Since few datasets are available for racket sports, we collected and built our own drone video dataset to estimate the control area of badminton doubles.
