Intelligent Multimedia Information Retrieval

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Overview

Foreword by Karen Spärck Jones Intelligent multimedia information retrieval lies at the intersection of artificial intelligence, information retrieval, human-computer interaction, and multimedia computing. Its systems enable users to create, process, summarize, present, interact with, and organize information within and across different media such as text, speech, graphics,
imagery, and video. These systems go beyond traditional hypermedia and hypertext environments to analyze and generate media, and support intelligent interaction with or via multiple media.The chapters of this volume, which grew out of the 1995
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Overview

Foreword by Karen Spärck Jones Intelligent multimedia information retrieval lies at the intersection of artificial intelligence, information retrieval, human-computer interaction, and multimedia computing. Its systems enable users to create, process, summarize, present, interact with, and organize information within and across different media such as text, speech, graphics,
imagery, and video. These systems go beyond traditional hypermedia and hypertext environments to analyze and generate media, and support intelligent interaction with or via multiple media.The chapters of this volume, which grew out of the 1995
International Joint Conference on Artificial Intelligence Workshop on Intelligent Multimedia Information Retrieval, span a broad range of topics. The book is organized into seven sections: Content-Based Retrieval of Imagery, Content-Based Retrieval of Graphics and Audio, Content-Based Retrieval of Video, Speech and Language Processing for Video Retrieval, Architectures and Tools, Intelligent Hypermedia Retrieval, and Empirical Evaluations.Contributors : Robert Adams,
Phillipe Aigrain, Jonathan Ashley, Thom Blum, Shih-Fu Chang, Mei C. Chuah, W. Bruce Croft, Byron Dom, Ann Doubleday, Florence Dubois, Josef Fink, Myron Flickner,
Jonathan Foote, Brian Frew, Monika Gorkani, Morgan Green, James Griffioen, Jon Alte Gulla, Jim Hafner, Qian Hang, Matt Hare, Alexander G. Hauptman, Stacie Hibino,
Helmut Horacek, David House, Takafumi Inoue, Philippe Joly, Gareth Jones, Karen Spärck Jones, Douglas Keislaer, Stephen Kerpedjiev, Alfred Kobsa, Denis Lee,
Véronique Longueville, Chien Yong Low, R. Manmatha, Inderjeet Mani, Mark T. Maybury,
Bernard Mérialdo, Adrian Müller, Wayne Niblac, Andreas Nill, Alex Pentland, Dragutin Petkovic, Steven F. Roth, Neil C. Rowe, Elke A. Rundensteiner, Harpreet Sawhney,
John R. Smith, Stephen W. Smoliar, David Steele, Adelheit Stein, Oliviero Stock,
Carlo Strapparava, Alistair Sutcliffe, Atshushi Takeshita, Kazuo Tanaka, Ulrich Thiel, Michele Ryan, Julita Vassileva, James Wheaton, Michael J. Witbrock, Erling Wold, JianHua Wu, Peter Yanker, Rajendra Yavatkar, Steven J. Young, Massimo Zancanaro, HongJiang Zhang

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Meet the Author

Mark T. Maybury is Executive Director of the Information Technology Division at the MITRE Corporation in Bedford, Massachusetts. He is the editor of Intelligent Multimedia Interfaces (AAAI/MIT Press 1993) and Intelligent Multimedia Information Retrieval (AAAI/ MIT Press 1997) and coeditor of Readings on Intelligent User Interfaces, Advances in Text Summarization (MIT Press 1999), and Advances in Knowledge Management (MIT Press 2001).

Table of Contents

Contributors
Foreword
Preface
Introduction
1 Query by Image and Video Content: The QBIC System 7
2 Querying by Color Regions Using the VisualSEEk Content-Based Visual Query System 23
3 Word Spotting: Indexing Handwritten Manuscripts 43
4 Automatic Classification of Objects in Captioned Depicted Photograhs for Retrieval 65
5 Sketching, Searching, and Customizing Visualizations: A Content-based Approach to Design Retrieval 83
6 Audio Databases with Content-Based Retrieval 113
7 Video Parsing, Retreival and Browsing: An Integrated and Content-based Solution 139
8 Medium Knowledge-Based Macro-Segmentation of Video into Sequences 159
9 Machine Understanding of Human Behavior in Video 175
10 The Video Mail Retrieval Project: Experiences in Retrieving Spoken Documents 191
11 Informedia: News-on-Demand Multimedia Information Acquisition and Retrieval 215
12 Towards Content-Based Browsing of Broadcast News Video 241
13 Topic-based Multimedia Structuring 259
14 An Agent-based Architecture for Content-Based Multimedia Browsing 281
15 A Framework for Developing Content-Based Retrieval Systems 295
16 Interactive Visualization for Temporal Analysis: Application to CSCW Multimedia Data 313
17 Hypertext and Hypermedia Clients of the User Modeling System BGP-MS 339
18 Ensuring a Task-based Individualized Interface for Hypermedia Information Retrieval Through User Modeling 357
19 Explorations in an Environment for Natural Language Multi-Modal Information Access 381
20 Conversational Interaction for Semantic Access to Multimedia Information 399
21 Empirical Evidence for the Need of Intelligent Methods in Multimedia Information Retrieval 427
22 Empirical Studies on Multimedia Information Retrieval 449
Index 473
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