Intelligent Systems for Video Analysis and Access over the Internet
Résumé
New advances in real-time multimedia analysis, access, and Internet sharing.
- The state of the art in automated multimedia content analysis, indexing, and access
- Intelligent software agents for real time multimedia processing
- New advances in organizing, presenting, and customizing multimedia information
- Advanced algorithms for color, motion, sound, semantics, text, and video segmentation
- Eliminating bottlenecks in Internet-based multimedia delivery systems
In this book, Wensheng Zhou and C.-C. Jay Kuo survey the latest advances in efficient, automated multimedia content analysis, indexing, and access for the next-generation multimedia Web. They present powerful new algorithms for analyzing the perceptual and conceptual contents of any multimedia stream, and introduce intelligent software agents for processing and decomposing multimedia streams in real time. Finally, they demonstrate how to integrate automated video analysis, clustering, and classification to organize, present, and customize immense amounts of content with unprecedented performance. Coverage includes:
- New algorithms for analyzing color, motion, sound, semantics, and text
- Accurate, high-performance algorithms for online video segmentation based on scene-change detection
- Efficient decision-tree learning algorithms for linking perceptual features with semantic classifiers
- Novel knowledge-based approaches for building video semantic inference/classification engines
- Strategic deployment of intelligent software agents to eliminate bottlenecks
- Hierarchical concept trees: Organizing videos for efficientautomated delivery
Whether you're an engineer, systems designer, or researcher, Intelligent Systems for Video Analysis and Access Over the Internet brings together breakthroughs you can use to enhance virtually any networked multimedia application.
Contents- Introduction
- On-line scene change detection of (mbone) multicast video
- Video/audio/text feature representation and analysis
- Knowledge-based video hierarchical classification
- Experimental results
- System integration
- Conclusion and future work
L'auteur - Wensheng Zhou
WENSHENG ZHOU is a member of the Multimedia Information Access Group at the Information Sciences Lab of HRL Laboratories, LLC in Malibu, where she is currently working on the ISL's Semantic Multicast Project. She holds a Ph.D. in Electrical Engineering from the University of Southern California. Her research interests include digital signal processing, multimedia databases and networks, and knowledge-based image retrieval.
L'auteur - C.-C. Jay Kuo
C.-C. JAY KUO is Professor of Electrical Engineering and
Mathematics at the University of Southern California. His
research interests include digital signal and image
processing, audio and video coding, media communication
technologies, delivery protocols, and network computing. He
is Editor-in-Chief of the Journal of Visual Communication
and Image Representation, Editor of the Journal of
Information Science and Engineering, and Associate Editor
of IEEE Transactions on Speech and Audio Processing.
Caractéristiques techniques
| PAPIER | |
| Éditeur(s) | Prentice Hall |
| Auteur(s) | Wensheng Zhou, C.-C. Jay Kuo |
| Parution | 20/08/2002 |
| Nb. de pages | 184 |
| Format | 18,3 x 24 |
| Couverture | Broché |
| Poids | 600g |
| Intérieur | Noir et Blanc |
| EAN13 | 9780130471178 |
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