Badminton players' trajectory under numerical calculation method

被引:2
|
作者
Chi, Jiaqing [1 ]
Alahmadi, Dimah [2 ]
机构
[1] Adamson Univ, Manila 1004, Philippines
[2] King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Informat Syst, Jeddah, Saudi Arabia
关键词
badminton; arm hitting; trajectory tracking;
D O I
10.2478/amns.2021.1.00125
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The trajectory tracking of badminton players' arm shots can be used effectively to enhance the player's shot quality. To track the image trajectory of the batting arm, it is necessary to calculate the body posture ratio and tightness of the target area of the batting arm, to filter the background interference of the image segment of the batting and to complete the efficient tracking of the trajectory of the arm batting image. The traditional method combines the adaptive threshold segmentation method to extract the hitting arm target from the background, but ignores filtering out the background interference of the hitting image fragment. This paper proposes a trajectory tracking method based on the morphological operator of the batter image of the arm stroke. The method consists of (1) differentially calculating the image sequence of the hitting arm during two consecutive shots, (2) estimating the Gaussian model parameters of the differential image of the hitting arm during the hitting process, (3) extracting the outline of the moving target of the hitting arm during the hitting process and then calculating the body posture ratio of the hitting target area and compactness, (4) filtering the background interference of the shot image fragment, (6) constructing a global matching approximation function of the moving target and (7) finally determining the motion trajectory of the badminton arm of the batter. Simulation results show that the proposed method can effectively track the target of the hitting arm during the hitting process and generate a continuous trajectory of the hitting arm.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Badminton players' trajectory under numerical calculation method
    Chi, Jiaqing
    Alahmadi, Dimah
    APPLIED MATHEMATICS AND NONLINEAR SCIENCES, 2022, 7 (02) : 217 - 228
  • [2] Trajectory Estimation of the Players and Shuttlecock for the Broadcast Badminton Videos
    Lin, Yen-Ju
    Weng, Shiuh-Ku
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2018, E101A (10): : 1730 - 1734
  • [3] Identification of badminton players’ swinging movements based on improved dense trajectory algorithm
    Jiang, Xue
    International Journal of Web Engineering and Technology, 2024, 19 (03) : 310 - 329
  • [4] A novel swing trajectory recognition method for badminton racket
    Cui, E-Nuo
    Chen, Xing-Chi
    Zhao, Hai
    Li, Han
    Dongbei Daxue Xuebao/Journal of Northeastern University, 2017, 38 (01): : 27 - 30
  • [5] A novel method of shuttlecock trajectory tracking and prediction for a badminton robot
    Zhi, Junming
    Luo, Deyuan
    Li, Kui
    Liu, Ya
    Liu, Huaqiu
    ROBOTICA, 2022, 40 (06) : 1682 - 1694
  • [6] A Trajectory Estimation Method for Badminton Shuttlecock Utilizing Motion Blur
    Shishido, Hidehiko
    Kitahara, Itaru
    Kameda, Yoshinari
    Ohta, Yuichi
    IMAGE AND VIDEO TECHNOLOGY, PSIVT 2013, 2014, 8333 : 325 - 336
  • [7] Examining the Reaction Times of International Level Badminton Players Under 15
    Yuksel, Mehmet Fatih
    Tunc, Gulsen Tosun
    SPORTS, 2018, 6 (01):
  • [8] Perceptual expertise in badminton players
    Hagemann, N
    Strauss, B
    ZEITSCHRIFT FUR PSYCHOLOGIE-JOURNAL OF PSYCHOLOGY, 2006, 214 (01): : 37 - 47
  • [9] Badminton robot batting mechanism design and badminton trajectory simulation
    Sun, Wei
    Kong, Jianyi
    Wang, Xingdong
    Liu, Huaiguang
    2ND INTERNATIONAL CONFERENCE ON FRONTIERS OF MATERIALS SYNTHESIS AND PROCESSING, 2019, 493
  • [10] Research on Physical Training of Badminton Players
    Mao, Chunfeng
    2019 4TH INTERNATIONAL CONFERENCE ON EDUCATION & EDUCATION RESEARCH (EDUER 2019), 2019, : 140 - 144