• DocumentCode
    2416182
  • Title

    Accurate graph-based scene segmentation using object matching and audio feature

  • Author

    Yamamoto, Makoto ; Haseyama, Miki

  • Author_Institution
    Grad. Sch. of Inf. Sci. & Technol., Hokkaido Univ., Sapporo, Japan
  • fYear
    2009
  • fDate
    25-28 May 2009
  • Firstpage
    639
  • Lastpage
    640
  • Abstract
    A method for accurate scene segmentation utilizing two kinds of directed graph obtained by object matching and by using audio features is proposed. Generally, in audio-visual materials, there are repeated appearances of shots that include frames of the same background, object or place. It should be assumed that such shots are included in a single scene. In the proposed method, by performing object matching between two frames that are each included in different shots, multiple shots for which frames include the same object can be successfully found and their repeated appearances are represented as a directed graph. The proposed method also generates another directed graph that represents the repeated appearances of shots with similar audio features. By the combined use of these two graphs, accurate scene segmentation can be realized. The effectiveness of the proposed method is verified by applying this method to news programs and another broadcast program.
  • Keywords
    graph theory; image matching; image segmentation; audio feature; directed graphs; object matching; scene segmentation; Audio recording; Broadcasting; Consumer electronics; Histograms; Information science; Internet; Layout; Material storage; Materials science and technology; Motion pictures;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics, 2009. ISCE '09. IEEE 13th International Symposium on
  • Conference_Location
    Kyoto
  • Print_ISBN
    978-1-4244-2975-2
  • Electronic_ISBN
    978-1-4244-2976-9
  • Type

    conf

  • DOI
    10.1109/ISCE.2009.5156976
  • Filename
    5156976