• DocumentCode
    149696
  • Title

    Multi temporal distance images for shot detection in soccer games

  • Author

    Hoernig, Martin ; Herrmann, Markus ; Radig, Bernd

  • Author_Institution
    Image Understanding & Knowledge-Based Syst., Tech. Univ. Munchen, Mϋnchen, Germany
  • fYear
    2014
  • fDate
    1-5 Sept. 2014
  • Firstpage
    2420
  • Lastpage
    2424
  • Abstract
    We present a new approach for video shot detection and introduce multi temporal distance images (MTDIs), formed by chisquare based similarity measures that are calculated pairwise within a floating window of video frames. By using MTDI-based boundary detectors, various cuts and transitions in various shapes (dissolves, overlayed effects, fades, and others) can be determined. The algorithm has been developed within the special context of soccer game TV broadcasts, where a particular interest in long view shots is intrinsic. With a correct shot detection rate in camera 1 shots of 98.2% within our representative test data set, our system outperforms competing state-of-the-art systems.
  • Keywords
    object detection; sport; video signal processing; MTDI; boundary detectors; chisquare based similarity measures; floating window; multitemporal distance images; soccer game TV broadcasts; video frames; video shot detection; Cameras; Detectors; Games; Histograms; Robustness; Shape; Symmetric matrices; multi temporal distance image (MTDI); soccer video analysis; video indexing; video segmentation; video shot boundary detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
  • Conference_Location
    Lisbon
  • Type

    conf

  • Filename
    6952884