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Book Cover
E-book

Title Machine learning techniques for adaptive multimedia retrieval : technologies, applications, and perspectives / Chia-Hung Wei and Yue Li, editors
Published Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), ©2011

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Description 1 online resource (electronic texts (340 pages : illustrations))
Contents 1. Techniques for content-based multimedia retrieval / Chia-Hung Wei, Sherry Chen -- 2. Metrical properties of nested partitions for image retrieval / Dmitry Kinoshenko [and others] -- 3. R*-tree based similarity and clustering analysis for images / Jiaxiong Pi, Yong Shi, Zhengxin Chen -- 4. Face recognition based on manifold learning and SVM classification of 2D and 3D geodesic curves / Stefano Berretti [and others] -- 5. Trademark image retrieval / Wing-Yin Chau, Chia-Hung Wei, Yue Li -- 6. Discovering semantics from visual information / Zhiyong Wang, Dagan Feng -- 7. Collaborative Bayesian image annotation and retrieval / Rui Zhang, Ling Guan -- 8. A Highly scalable and adaptable co-learning framework on multimodal data mining in a multimedia database / Zhen Guo [and others] -- 9. Non-topical classification of query logs using background knowledge / Isak Taksa, Sarah Zelikovitz, Amanda Spink -- 10. Temporal-based video event detection and retrieval / Min Chen -- 11. Analyzing animated movie contents for automatic video indexing / Bogdan Ionescu [and others] -- 12. Sports video analysis / Hua-Tsung Chen, Suh-Yin Lee -- 13. Adaptive indexing for semantic music information retrieval / Clement Leung [and others] -- 14. Music content analysis in MP3 compressed domain / Antonello D'Aguanno -- 15. Acoustic analysis of music albums / Kristoffer Jensen
Summary "This book disseminates current information on multimedia retrieval, advancing the field of multimedia databases, and educating the multimedia database community on machine learning techniques for adaptive multimedia retrieval research, design and applications"--Provided by publisher
Analysis Artificial intelligence in multimedia databases technologies
Content processing, analysis, extraction, synthesis, and representation
Indexing, searching, retrieving, querying, and archiving multimedia databases
Metadata generation, coding and transformation
Multimedia database integration and query languages
Multimedia for interactive services
Multimedia security, modeling, coding, and compression
Semantic Web and ontology
Sequence database techniques, indexing, and approximate matching
User interaction and relevance feedback
Bibliography Includes bibliographical references
Notes Title screen (IGI Global, viewed Dec. 7, 2010)
Print version record
Subject Interactive multimedia -- Databases
Information retrieval.
Automatic indexing.
Database management.
Machine learning.
information retrieval.
Automatic indexing
Database management
Information retrieval
Interactive multimedia
Machine learning
Genre/Form Databases
Form Electronic book
Author Wei, Chia-Hung, 1973-
Li, Yue, 1980-
IGI Global.
ISBN 9781616928612
1616928611