• DocumentCode
    2437632
  • Title

    Detection and recognition of football highlights using HMM

  • Author

    Assfalg, J. ; Bertini, M. ; Bimbo, A. Del ; Nunziati, W. ; Pala, P.

  • Author_Institution
    Dipt. di Sistemi e Informatica, Univ. of Florence, Firenze, Italy
  • Volume
    3
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    1059
  • Abstract
    In this paper we report on our experience in using hidden Markov models for the classification of football highlights, using two approaches. A first approach relies on camera motion only, whereas a second one also includes information on the location of players on the playing field. While the former approach requires less information, the latter yields more reliable results.
  • Keywords
    feature extraction; hidden Markov models; image classification; image motion analysis; natural scenes; sport; video signal processing; HMM; camera motion; football highlights classification; football highlights detection; football highlights recognition; hidden Markov models; player location information; playing field; Cameras; Content based retrieval; Europe; Hidden Markov models; Indexing; Multimedia communication; Production systems; Solids; TV broadcasting; Videos;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Circuits and Systems, 2002. 9th International Conference on
  • Print_ISBN
    0-7803-7596-3
  • Type

    conf

  • DOI
    10.1109/ICECS.2002.1046433
  • Filename
    1046433
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2437632