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Intelligent Integration and Use of Text, Image, Video, and Audio Corpora

Papers from the 1997 AAAI Spring Symposium

Alex Hauptmann and Michael Witbrock, Program Cochairs

Technical Report SS-97-03. Published by The AAAI Press, Menlo Park, California. This technical report is also available in book and CD format.

Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!

Contents

A Similarity Measure for Automatic Audio Classification / 1
Jonathan Foote

Integration of a Large Text and Audio Corpus using Speaker Identification / 8
Deb Roy and Carl Malamud

Music Information Retrieval Using Audio Input / 12
Lloyd A. Smith, Rodger J. McNab and lan H. Witten

Show and Tell: Using Speech Input for Image Interpretation and Annotation / 17
Rohini K Srihari, Zhongfei Zhang and Ranjiv Chopra

Analysis of Gesture and Action in Technical Talks for Video Indexing / 25
Shanon X Ju, Michael J. Black Scott Minneman and Don Kimber

Exploration in a Large Corpus: Research on the Integration of Eye Gaze and Speech with Visual Information in a Virtual Reality System / 32
C. R. Voss, J. Gurney and J. Walrath

Acquiring and Integrating Knowledge from Images for a Large Scale Hypermedia System / 37
John H. Boose, Larry Baum and Randy J. Kelley

Finding Photograph Captions Multimodally on the World Wide Web / 45
Neil C. Rowe and Brian Frew

Integrating Image Content and its Associated Text in a Web Image Retrieval Agent / 52
Victoria Meza and Jesus Favela

Challenges in the Fusion of Video and Audio for Robust Speech Recognition / 57
Jer-Sen Chen and Oscar N. Garcia

Improving Acoustic Models by Watching Television / 61
Michael Witbrock and Alexander G. Hauptmann

Metadata for Integrating Chinese Text and Speech Documents in a Multi-media Retrieval System / 64
Yue-Shi Lee and Hsin-Hsi Chen

Studying Search and Archiving in a Real Audio Database / 70
Julia Hirschberg and Steve Whitaker

Integration of Pattern Information and Natural Language Information for Image Analysis and Retrieval / 77
Yasuhiko Watanabe and Makoto Nagao

A General Framework To Control Media that only Exist in Time / 85
Philippe Joly and Philippe Lepain

Reasoning about Form and Content of Multimedia Objects (Extended Abstract) / 89
Carlo Meghini, Fabrizio Sebastiani and Umberto Straccia

Integrating Text and Face Detection for Finding Informative Poster Frames / 95
Michael Smith, Shumeet Baluja and Henry A. Rowley

Segmentation, Content Extraction and Visualization of Broadcast News Video Using Multistream Analysis / 102
Mark Maybury, Andrew Merlino and James Ravson

Spotting by Association in News Video / 113
Yuichi Nakamura and Takeo Kanade

Informedia News-on-Demand: Using Speech Recognition to Create a Digital Video Library / 120
Alexander G. Hauptmann and Michael J. Witbrock

A Practical Video Database Based on Language and Image Analysis / 127
Yiqing Liang, Bede Liu, Wayne Wolf and Thomas Yeh

Efficient Archiving and Content-based Retrieval of Video Information on the Web / 133
Behzad Shahrarav and David C. Gibbon

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