Machine Learning for Multimedia Content Analysis
Challenges in complexity and variability of multimedia data have led to revolutions in machine learning techniques. Multimedia data, such as digital images, audio streams and motion video programs, exhibit richer structures than simple, isolated data item
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MULTIMEDIA SYSTEMS AND APPLICATIONS SERIES Consulting Editor Borko Furht
Florida Atlantic University
Recently Published Titles: DISTRIBUTED MULTIMEDIA RETRIEVAL STRATEGIES FOR LARGE SCALE NETWORKED SYSTEMS by Bharadwaj Veeravalli and Gerassimos Barlas; ISBN: 978-0-387-28873-4 MULTIMEDIA ENCRYPTION AND WATERMARKING by Borko Furht, Edin Muharemagic, Daniel Socek: ISBN: 0-387-24425-5 SIGNAL PROCESSING FOR TELECOMMUNICATIONS AND MULTIMEDIA edited by T.A Wysocki,. B. Honary, B.J. Wysocki; ISBN 0-387-22847-0 ADVANCED WIRED AND WIRELESS NETWORKS by T.A.Wysocki,, A. Dadej, B.J. Wysocki; ISBN 0-387-22781-4 CONTENT-BASED VIDEO RETRIEVAL: A Database Perspective by Milan Petkovic and Willem Jonker; ISBN: 1-4020-7617-7 MASTERING E-BUSINESS INFRASTRUCTURE edited by Veljko Milutinović, Frédéric Patricelli; ISBN: 1-4020-7413-1 SHAPE ANALYSIS AND RETRIEVAL OF MULTIMEDIA OBJECTS by Maytham H. Safar and Cyrus Shahabi; ISBN: 1-4020-7252-X MULTIMEDIA MINING: A Highway to Intelligent Multimedia Documents edited by Chabane Djeraba; ISBN: 1-4020-7247-3 CONTENT-BASED IMAGE AND VIDEO RETRIEVAL by Oge Marques and Borko Furht; ISBN: 1-4020-7004-7 ELECTRONIC BUSINESS AND EDUCATION: Rec ent Advanc es in Internet Infrastructures edited by Wendy Chin, Frédéric Patricelli, Veljko Milutinović; ISBN: 0-7923-7508-4 INFRASTRUCTURE FOR ELECTRONIC BUSINESS ON THE INTERNET by Veljko Milutinović; ISBN: 0-7923-7384-7 DELIVERING MPEG-4 BASED AUDIO-VISUAL SERVICES by Hari Kalva; ISBN: 07923-7255-7 CODING AND MODULATION FOR DIGITAL TELEVISION by Gordon Drury, Garegin Markarian, Keith Pickavance; ISBN: 0-7923-7969-1 CELLULAR AUTOMATA TRANSFORMS: Theory and Applic ations in Multimedia Compression, Encryption, and Modeling by Olu Lafe; ISBN: 0-7923-7857-1 COMPUTED SYNCHRONIZATION FOR MULTIMEDIA APPLICATIONS by Charles B. Owen and Fillia Makedon; ISBN: 0-7923-8565-9 Visit the series on our website: www.springer.com
Machine Learning for Multimedia Content Analysis by
Yihong Gong and
Wei Xu
NEC Laboratories America, Inc. USA
Yihong Gong NEC Laboratories of America, Inc. 10080 N. Wolfe Road SW3-350 Cupertino CA 95014 [email protected]
Wei Xu NEC Laboratories of America, Inc. 10080 N. Wolfe Road SW3-350 Cupertino CA 95014 [email protected]
Library of Congress Control Number: 2007927060 Machine Learning for Multimedia Content Analysis by Yihong Gong and Wei Xu ISBN 978-0-387-69938-7
e-ISBN 978-0-387- 69942-4
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