S(^2)-Labeling: Shot-By-Shot Microscopic Badminton Singles Tactical Dataset

DOI
  • Yu-Hsien Huang
    National Yang Ming Chiao Tung University, 1001 University Road, Hsinchu City 30010, Taiwan
  • Yung-Chang Huang
    National Yang Ming Chiao Tung University, 1001 University Road, Hsinchu City 30010, Taiwan
  • Hao Syuan Lee
    National Yang Ming Chiao Tung University, 1001 University Road, Hsinchu City 30010, Taiwan
  • Tsì-Uí İk
    National Yang Ming Chiao Tung University, 1001 University Road, Hsinchu City 30010, Taiwan
  • Chih-Chuan Wang
    National Yang Ming Chiao Tung University, 1001 University Road, Hsinchu City 30010, Taiwan

抄録

In this study, an affordable data collection solution is proposed for the tactical and strategic analysis of badminton. To make mass technical data collection possible, match broadcast video is considered as the data source, and an intuitive and efficient video labeling tool is designed and implemented. The contribution of this work includes three folds. First, in response to the needs of the next generation of badminton technical and tactical analysis, the concept of Shot-By-Shot Labeling is proposed and a prototype data representation is formulated. Second, delicate UI designs and sophisticated computer vision techniques are utilized to develop an efficient computer-aided labeling tool for shot-by-shot technical data collection from match videos. Third, a Shot-By-Shot Labeling dataset composed of six badminton matches is shared with the community to accelerate related research. The dataset is available at https://drive.google.com/drive/folders/1eweBFa_M_CnYcqkQ5IHJ-Y8ag3TqRwUh.

収録刊行物

  • IEICE Proceeding Series

    IEICE Proceeding Series 70 TS1-02-, 2022-09-28

    The Institute of Electronics, Information and Communication Engineers

キーワード

詳細情報 詳細情報について

  • CRID
    1390856981716020096
  • DOI
    10.34385/proc.70.ts1-02
  • ISSN
    21885079
  • 本文言語コード
    en
  • データソース種別
    • JaLC
  • 抄録ライセンスフラグ
    使用不可

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