Multimedia Information Retrieval and Management: Technological Fundamentals and Applications

494 Pages·2003·29.383 MB·English

by  Dr. Fuhui Long, Dr. Hongjiang Zhang, Prof. David Dagan Feng (auth.), David Dagan Feng PhD, Wan-Chi Siu PhD, Hong-Jiang Zhang PhD (eds.)

w.e.
D. Feng, Siu, H. Zhang (Eds.)
Multimedia Information Retrieval and Management
Springer-Verlag Berlin Heidelberg GmbH
ONLINE LIBRARY
Engineering
http://www.springer.de/engine/
David Dagan Feng
Wan-Chi Siu
Hong-Jiang Zhang (Eds.)
Multimedia Information
Retrieval and Management
Technological Fundamentals and Applications
With 168 Figures
Springer
D. Feng, PhD
Centre for Multimedia Signal Processing
Hong Kong Polytechnic University
and
School of Information Technologies
The University of Sydney
w.
C. Siu, PhD
Centre for Multimedia Signal Processing
Hong Kong Polytechnic University
H. Zhang, PhD
Microsoft Research, Asia
Multimedia Signal Processing Book Series
Book Series Sponsored by: Centre for Multimedia Signal Processing,
The Hong Kong Polytechnic University
w.e.
Series Editor: Prof. Siu
ISBN 978-3-642-05533-1 ISBN 978-3-662-05300-3 (eBook)
DOI 10.1007/978-3-662-05300-3
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Preface
Multimedia information technologies, which provide comprehensive
and intuitive information for a broad range of applications, have a
strong impact on modem life, and have changed our way of learning
and thinking. Over the past two decades, there has been an explosive
growth in the use of digital multimedia (including audio, video, images
and graphics) over the Internet and wireless communication. As the
use of digital multimedia increases, effective data storage and
management become increasingly important. In fields which use large
quantities of data (e.g. audio, video, image and digital libraries;
geographical and medical image databases; etc), we need to minimize
the volume of data stored while meeting the often conflicting demand
for accurate data representation. In addition, the data need to be
managed such that it facilitates efficient searching, browsing and
cooperative work. This area has been a very active research area in
recent years. This book will provide readers with an up-to-date and
comprehensive picture of cutting edge technologies in multimedia
information retrieval and management, which directly affect our
industry, economy and social life
The book is divided into two major parts: Technological Fundamentals
which covers the core theories of the area; and Applications which
describes the broad range of practical uses for this technology. The
book includes:
a complete set of techniques for digital audio, music, images
and video content-based retrieval;
multimedia low-level feature extraction and high level semantic
description, as well as the most up-to-date MPEG-7 standard;
multimedia authentication and watermarking; and
a broad range of practical applications (e.g., digital libraries,
medical images, and biometrics, etc).
It is suitable for use as a textbook for senior undergraduate and junior
postgraduate students, and as a handbook for multimedia researchers,
developers, and practitioners.
VI Preface
The contributors of this book are outstanding researchers in their areas
and include: Professor Shih-Fu Chang, Columbia University, the IEEE
Distinguished Lecturer for the Year of 2002; Professor H. K. Huang,
University of Southern California, the author of "Picture Archiving and
Communication Systems" (P ACS) and a pioneer of the P ACS systems;
and Professor Edward A. Fox, Director of the Internet Technology
Innovation Center at Virginia Tech and Co-Editor-in-Chief for the
ACM Journal of Education Resources in Computing. The names and
affiliations of all of the contributors are listed in the next few pages.
We would like to thank the contributors for their excellent team work
which enabled us to meet our tight deadline, which in tum has ensured
that the information included is up-to-date. We would also like to
thank Mr Z.Y. Wang and Ms W. Ho for their professional assistance in
editing this book and Springer-Verlag for their support and efficiency
throughout the process.
David Dagan Feng, Wan-Chi Siu and Hong-Jiang Zhang (Eds.)
About the Editors
David Dagan Feng received his PhD degree in Computer Science
from UCLA in 1988. After briefly working as assistant professor in
USA, he joined the University of Sydney, Australia, as lecturer,
senior lecturer, reader, and then professor. He is the former Head of
Department of Computer Science/School of Information
Technologies. He is currently Associate Dean of the Faculty of
Science and Director of the Biomedical & Multmedia Information
(BMIT) Research Group at the University of Sydney, and Professor
and Deputy Director, Center for Multimedia Signal Processing,
Department of Electronic and Information Engineering, Hong Kong
Polytechnic University. He has published over 200 scholarly research
papers, pioneered several new research directions, made a number of
landmark contributions in his field, and received the Crump Prize for
Excellence in Medical Engineering. More important, however, is that
many of his research results have been translated into solutions to
real-life problems worldwide and have made tremendous
improvements to the quality of life. He is currently special area editor
of IEEE Transactions on Information Technology in Biomedicine,
advisor for the International Journal ofImage and Graphics, chairman
ofIFAC-TC-BIOMED, and chairman ofthe International Programme
and National Organizing Committees for the IF AC 2003 Symposium.
He is a Fellow of ACS, HKIE, lEE and IEEE.
Wan-Chi Siu received PhD degree from Imperial College of Science,
Technology & Medicine, London, in 1984. He was with the Chinese
University of Hong Kong between 1975 and 1980. He joined the Hong
Kong Polytechnic University as a lecturer in 1980 and has been Chair
Professor since 1992. He took up administrative duties as Associate
Dean of the Engineering Faculty 1992-94, Head of the Department of
Electronic and Information Engineering 1994-2000, and Dean of the
Engineering Faculty 2000-2002. Professor Siu has been Director of
Centre for Multimedia Signal Processing since September 1998. He
has published over 200 research papers, and his research interests
include digital signal processing, fast computational algorithms,
transforms, image and video coding, and computational aspects of
pattern recognition and neural networks. Professor Siu is a member of
the editorial board of the Journal of VLSI Signal Processing Systems
VIII About the Editors
for Signal, Image and Video Technology and the EURASIP Journal on
Applied Signal Processing. He was a guest editor of a Special Issue of
the IEEE Transactions on Circuits and Systems, Pt.II published in May
1998, and associate editor of the IEEE Transactions on Circuits and
Systems, Pt.II between 1995-97. Professor Siu has held the position of
general chair or technical program chair of many international
conferences. In particular, he was Technical Program chair of the IEEE
International Symposium on Circuits and Systems (ISCAS '97), and is
now the general chair of the 2003 IEEE International Conference on
Acoustics, Speech and Signal Processing (ICASSP'2003) which will
be held in Hong Kong. Between 1991 and 1995, Prof. Siu was a
member of the Physical Sciences and Engineering Panel of the
Research Grants Council (RGC), Hong Kong Government, and in
1994 he chaired the first Engineering and Information Technology
Panel to assess the research quality of 19 Cost Centers (d epartments)
from all universities in Hong Kong.
Hong-Jiang Zhang received his PhD from the Technical University of
Denmark, Lyngby, Denmark, in 1991. He has held the position of
research manager at the Institute of Systems Science, National
University of Singapore, and HP Labs, USA. Dr. Zhang joined
Microsoft Research Asia (MRA) in 1999, where he is currently senior
researcher and assistant managing director of MRA. Dr. Zhang is well
known in the multimedia research community for his pioneering work
in video and image content analysis, representation, retrieval and
browsing. He has authored 3 books, 200 referred papers and book
chapters, and numerous special issues of professional journals in
multimedia processing and content-based media retrieval. He holds
over 30 US patents and pending applications. "Image and Video
Processing in Multimedia Systems" which was co-authored by Zhang,
was the first book to address content-based image and video retrieval
research. Since its publication by Kluwer in 1995, the book has
become a classical reference text and the research contained therein
has formed the technology basis for several start-up companies. Zhang
currently serves on the editorial boards of five professional journals
and a dozen committees of international conferences, including being
the Program Committee Co-chair of the ACM 1999 Multimedia
Conference.
Contributors
Dr. Ramazan Sava~ Aygiin The Hong Kong Polytechnic
Department of Computer Science University
and Engineering Hong Kong
The State University of New York
at Buffalo Dr. Schahram Dustdar
Buffalo, USA Institute for Information Systems
Vienna University of Technology
Dr. Michael Brown Austria
Department of Computer Science
The Hong Kong University of Prof. David Dagan Feng
Science and Technology Centre for Multimedia Signal
Hong Kong Processing
Department of Electronic and
Dr. Weidong Cai Information Engineering
School of Information The Hong Kong Polytechnic
Technologies University
The University of Sydney Hong Kong
NSW, Australia and
School of Information
Prof. Shih-Fu Chang Technologies
Department of Electrical The University of Sydney
Engineering NSW, Australia
The Columbia University
New York, NY, USA Prof. Edward A. Fox
Department of Computer Science
Dr. David Cheung Virginia Polytechnic Institute and
Department of Computer Science State University
and Information Systems Blacksburg, VA, USA
The University of Hong Kong
Hong Kong Dr. Roger Fulton
Departments. of PET and Nuclear
Dr. Zheru Chi Medicine
Centre for Multimedia Signal The Royal Prince Alfred Hospital
Processing NSW, Australia
Department of Electronic and
Information Engineering
X Contributors
Prof. H. K. Bernie Huang Dr. C. K. Li
Children's Hospital Los Department of Electronic and
AngeleslUniversity of Southern Information Engineering
California The Hong Kong Polytechnic
Los Angeles, CA, USA, University
and Hong Kong
Department of Optometry and
Radiography Dr. Qing Li
The Hong Kong Polytechnic Department of Computer
University Engineering and Information
Hong Kong Technology
The City University of Hong
Dr. Jesse Jin Kong
School of Information Hong Kong
Technologies
The University of Sydney Dr. FuhuiLong
NSW, Australia Medical Center
and Duke University
School of Computer Science and Durham, USA
Engineering
The University of New South Dr. Paul Mather
Wales Department of Computer Science
NSW, Australia Virginia Polytechnic Institute and
State University
Dr. Benjamin Kao Blacksburg, VA, USA
Department of Computer Science
and Information Systems Prof. W. C. Siu
The University of Hong Kong Centre for Multimedia Signal
Hong Kong Processing
Department of Electronic and
Dr. K. M. Lam Information Engineering
Centre for Multimedia Signal The Hong Kong Polytechnic
Processing University
Department of Electronic and Hong Kong
Information Engineering
The Hong Kong Polytechnic Prof. John Smith
University IBM T.J. Watson Research Center
Hong Kong Hawthorne, NY, USA