Multiple Object Tracking and Kinematic Simulation for Short Track Speed Skating

Authors

Li Qi, 1. Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China; ;2. University of Chinese Academy of Sciences, Beijing 100049, China; ;
Hanlin Mo, 1. Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China; ;2. University of Chinese Academy of Sciences, Beijing 100049, China; ;
Xiangdong Wang, 3. China Institute of Sport Science, General Administration of Sport, Beijing 100061, China;
Li Hua, 1. Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China; ;2. University of Chinese Academy of Sciences, Beijing 100049, China; ;

Abstract

Abstract: Aiming at the problem that it is difficult to obtain the motion data of each athlete in the short track speed skating competition, an algorithm flow of multiple object tracking and kinematic simulation is proposed. A local matching metric is proposed to deal with the partial occlusion in monocular video and improve the tracking stability and robustness. The motion simulation method based on homography mapping and derivative of fitted curve is realized to estimate kinematic parameters such as velocity and acceleration. The experiments on Skating Track Multiple ObjectTracking (STMOT) verified the effectiveness and superiority of the proposed methods.

Recommended Citation

Qi, Li; Mo, Hanlin; Wang, Xiangdong; and Hua, Li (2021) "Multiple Object Tracking and Kinematic Simulation for Short Track Speed Skating," Journal of System Simulation: Vol. 33: Iss. 5, Article 5.
DOI: 10.16182/j.issn1004731x.joss.19-0679
Available at: https://dc-china-simulation.researchcommons.org/journal/vol33/iss5/5

First Page

1039

Revised Date

2020-07-16

DOI Link

https://doi.org/10.16182/j.issn1004731x.joss.19-0679

Last Page

1050

CLC

TP391

Recommended Citation

Li Qi, Mo Hanlin, Wang Xiangdong, Li Hua. Multiple Object Tracking and Kinematic Simulation for Short Track Speed Skating[J]. Journal of System Simulation, 2021, 33(5): 1039-1050.

DOI

10.16182/j.issn1004731x.joss.19-0679