Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing

Softcover Nachdruck of hardcover 1. Auflage 2001
ISBN: 978-1-4419-4878-6
Verlag: Springer US

Buch, Englisch, Band 606, 136 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 254 g

Reihe: The Springer International Series in Engineering and Computer Science

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.
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.

Zielgruppe

Research

Autoren/Hrsg.

Kuo, C. C. Jay

Fachgebiete

• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Informationstheorie, Kodierungstheorie
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Informationstheorie, Kodierungstheorie
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Grafikprogrammierung
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenkompression, Dokumentaustauschformate
• Mathematik | Informatik EDV | Informatik Professionelle Anwendung
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Zeichen- und Zahlendarstellungen

Inhaltsverzeichnis

1. Introduction.- 2. Video Content Modeling.- 3. Audio Feature Analysis.- 4. Generic Audio Data Segmentation and Indexing.- 5. Sound Effects Classification and Retrieval.- 6. Image Sequence Analysis.- 7. Experimental Results.- 8. Conclusion and Extensions.- References.