Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing

  • Tong Zhang
  • C.-C. Jay Kuo

Table of contents

  1. Front Matter
    Pages i-xx
  2. Introduction

    1. Front Matter
      Pages 1-1
    2. Tong Zhang, C.-C. Jay Kuo
      Pages 3-19
  3. Video Content Modeling

    1. Front Matter
      Pages 21-21
    2. Tong Zhang, C.-C. Jay Kuo
      Pages 23-32
  4. Audio Content Analysis

    1. Front Matter
      Pages 33-33
    2. Tong Zhang, C.-C. Jay Kuo
      Pages 35-54
    3. Tong Zhang, C.-C. Jay Kuo
      Pages 55-67
    4. Tong Zhang, C.-C. Jay Kuo
      Pages 69-81
  5. Image Sequence Analysis

    1. Front Matter
      Pages 83-83
    2. Tong Zhang, C.-C. Jay Kuo
      Pages 85-104
  6. Experimental Results

    1. Front Matter
      Pages 105-105
    2. Tong Zhang, C.-C. Jay Kuo
      Pages 107-120
  7. Conclusion

    1. Front Matter
      Pages 121-121
    2. Tong Zhang, C.-C. Jay Kuo
      Pages 123-128
  8. Back Matter
    Pages 129-136

About this book

Introduction

Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing is an up-to-date overview of audio and video content analysis. Included is extensive treatment of audiovisual data segmentation, indexing and retrieval based on multimodal media content analysis, and content-based management of audio data. In addition to the commonly studied audio types such as speech and music, the authors have included hybrid types of sounds that contain more than one kind of audio component such as speech or environmental sound with music in the background. Emphasis is also placed on semantic-level identification and classification of environmental sounds. The authors introduce a new generic audio retrieval system on top of the audio archiving schemes. Both theoretical analysis and implementation issues are presented. The developing MPEG-7 standards are explored.
Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing will be especially useful to researchers and graduate level students designing and developing fully functional audiovisual systems for audio/video content parsing of multimedia streams.

Keywords

Audio MPEG-7 Standards classification modeling multimedia segmentation video

Authors and affiliations

  • Tong Zhang
    • 1
  • C.-C. Jay Kuo
    • 2
  1. 1.Integrated Media Systems CenterUniversity of Southern CaliforniaLos AngelesUSA
  2. 2.Department of Electrical Engineering — SystemsUniversity of Southern CaliforniaLos AngelesUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4757-3339-6
  • Copyright Information Springer-Verlag US 2001
  • Publisher Name Springer, Boston, MA
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4419-4878-6
  • Online ISBN 978-1-4757-3339-6
  • Series Print ISSN 0893-3405
  • About this book