• DocumentCode
    3407696
  • Title

    Audio feature extraction and analysis for scene classification

  • Author

    Liu, Zhu ; Huang, Jincheng ; Wang, Yao ; Chen, Tsuhan

  • Author_Institution
    Polytech. Univ., Brooklyn, NY, USA
  • fYear
    1997
  • fDate
    23-25 Jun 1997
  • Firstpage
    343
  • Lastpage
    348
  • Abstract
    Analysis and classification of the scene content of a video sequence are very important for content-based indexing and retrieval of multimedia databases. We report our research on using the associated audio information for video scene classification. We describe several audio features that have been found effective in distinguishing audio characteristics of different scene classes. Based on these features, a neural net classifier was quite successful in separating audio clips from different TV programs
  • Keywords
    audio signals; feature extraction; image classification; image sequences; indexing; multimedia computing; neural nets; query processing; TV programs; audio analysis; audio clips; audio feature extraction; audio information; content-based indexing; content-based retrieval; multimedia databases; neural net classifier; video scene classification; video sequence; Feature extraction; Indexing; Information retrieval; Layout; Multimedia databases; Neural networks; Signal analysis; Speech analysis; Speech synthesis; Video sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Signal Processing, 1997., IEEE First Workshop on
  • Conference_Location
    Princeton, NJ
  • Print_ISBN
    0-7803-3780-8
  • Type

    conf

  • DOI
    10.1109/MMSP.1997.602659
  • Filename
    602659