• DocumentCode
    1633697
  • Title

    An automatic system for sports analytics in multi-camera tennis videos

  • Author

    Martin Nieto, Rafael ; Martinez Sanchez, Jose Maria

  • Author_Institution
    Univ. Autonoma de Madrid, Madrid, Spain
  • fYear
    2013
  • Firstpage
    438
  • Lastpage
    442
  • Abstract
    This paper presents an automatic system which after a simple previous configuration is able to detect and track each one of the players on the court or field in single player sports. After that, the system is able to extract statistics and performance of the players. This system is complete, general and modular, to be improved and modified by future work. The system is based on a monocamera detection and tracking system, originally designed for video surveillance, which has been adapted for its use in the individual sports domain. Target sports of the developed system are individual sports (e.g., tennis, paddle tennis) where the players have its own side of the field.
  • Keywords
    object detection; object tracking; sport; video surveillance; automatic system; monocamera detection; multicamera tennis videos; sports analytics; tracking system; video surveillance; Algorithm design and analysis; Cameras; Games; Real-time systems; Streaming media; Trajectory; Video surveillance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Video and Signal Based Surveillance (AVSS), 2013 10th IEEE International Conference on
  • Conference_Location
    Krakow
  • Type

    conf

  • DOI
    10.1109/AVSS.2013.6636679
  • Filename
    6636679