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Intelligent Systems for Video Analysis and Access over the Internet

Langue : Anglais

Auteurs :

Couverture de l’ouvrage Intelligent Systems for Video Analysis and Access over the Internet
As growth in Web-based multimedia information accelerates, and broadband access becomes increasingly widespread, traditional approaches to manipulating, searching, interpreting, skimming, and integrating multimedia data are creating unacceptable bottlenecks. This book surveys todays most advanced solutions: the state-of-the-art art in efficient, automated multimedia content analysis, indexing, and access technologies for the next-generation multimedia Web. KEY TOPICS: The authors introduce state-of-the-art hierarchical video analysis software agents, and show how they can be placed strategically throughout the Internet, processing and decomposing multimedia streams in real-time, and facilitating efficient information access and sharing. They introduce new techniques for analyzing the perceptual (color, motion, and acoustic) and conceptual (semantic, text-based) contents of any multimedia stream. This book is part of the new IMSC Press series, from the Integrated Multimedia System Center at the University of Southern California, a federally funded center specializing in cutting-edge multimedia research. MARKET: For all product developers, software architects, academics, researchers, scientists, engineers, students, and users seeking state-of-the-art information about technologies for multimedia search, access, and sharing across the Internet.
Preface.
1. Introduction.
Challenges of Multimedia Information Access. Review of Previous Work. Information Dissemination by Multicast. System Overview. Roadmap of This Book. Outline of This Book.

2. On-Line Scene Change Detection of (MBONE) Multicast Video.
Introduction. Related Work. Scene Change Detection Algorithms and Implementation. Experimental Results and Discussion. Summary.

3. Video/Audio/Text Feature Representation and Analysis.
Introduction. Overall Software Structure. Visual Features Representation and Analysis. Motional Features Representation and Analysis. Audio Features Representation and Analysis. Text Feature Representation and Analysis.

4. Knowledge-Based Video Hierarchical Classification.
Introduction. Previous Work. Video Semantic Concept Tree. Decision Tree Learning Algorithm. Rule-Based Knowledge Base Construction. On-Line Knowledge-Based Video Classification System. Summary.

5. Experimental Results.
CNN News Video Segmentation and Indexing. Hierarchical Video Classification on NBC 2000 Olympic Video. Comparison with Previous Work. Summary.

6. System Integration.
Introduction. Semantic Multicast System Architecture. On-Line Video Content Analysis Implementation. Content Agent Coordination. Examples of System Usage. Summary.

7. Conclusion and Future Work.
Summary of This Research. Contributions of This Research. Future Work.

References.
Index.

Date de parution :

Ouvrage de 184 p.

18x23 cm

Sous réserve de disponibilité chez l'éditeur.

Prix indicatif 103,74 €

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