Intelligent Multimedia Knowledge Management
Papers from the AAAI Spring Symposium
Gareth Jones, Chair
Technical Report SS-03-08
130 pp., $30.00
ISBN 978-1-57735-190-0
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The papers in this report are taken from presentations made at the 2003 AAAI Spring Symposium on Intelligent Multimedia Knowledge Management. The symposium follows on from the successful 1997 AAAI Spring Symposium on Intelligent Integration and Use of Text, Image, Video, and Audio Corpora. The symposium aimed to bring together researchers interested in current developments. The meeting considered the areas where progress has been made in the last 6 years and what existing challenges remain unsolved, and sought to identify emerging new challenges and how progress might be made in addressing them.
Contents
Organizing Committee / 1
Gareth J. F. Jones
Workshop Schedule / 1
Gareth J. F. Jones
Preface / 97
Gareth Jones
Integrated Intelligent Knowledge Management / 2
Gareth J. F. Jones
Collages as Dynamic Summaries of Mined Video Content for Intelligent Multimedia Knowledge Management / 11
Tobun D. Ng, Michael G. Christel, Alexander G. Hauptmann, and Howard D. Wactlar
Evaluating Speech-Driven Web Retrieval in the Third NTCIR Workshop / 21
Atsushi Fujii and Katunobu Itou
The Relationship of Word Error Rate to Document Ranking / 28
Xiao Mang Shuo, Mark Sanderson, and Nick Tuffs
II-Avida - A Personalized Interactive Audio and Video Portal / 34
Gerhard Paass, Jörg Kindermann, and Edda Leopold
Searching Recorded Speech Based on the Temporal Extent of Topic Labels / 44
Douglas W. Oard and Anton Leuski
Topic-Based Structuring of a Very Large-Scale News Video Corpus / 50
Ichiro Ide, Hiroshi Mo, Norio Katayama, and Shin'ichi Satoh
TV News Story Segmentation, Personalisation and Recommendation / 60
Alan F. Smeaton, Hyowon Lee, Noel E. O'Connor, Seán Marlow, and Noel Murphy
A System for On-demand Video Lectures / 66
Atsushi Fujii, Katunobu Itou, and Tetsuya Ishikawa
Automated Management of Audio-Visual Presentations for Online Learning Applications / 74
Gareth J. F. Jones and Richard J. Edens
Image Classification Using a Bigram Model / 83
Rong Jin, Alexander G. Hauptmann. and Rong Yan
A Non-Parametric Trainable Object-Detection Model Using a Concept of Retinotopic Sampling / 87
Hirotaka Niitsuma
Automatic Detecting Neutral Face for Face Authentication and Facial Expression Analysis / 93
Ying-li Tian and Ruud M. Bolle
Multimedia Search with Pseudo-Relevance Feedback / 100
Rong Yan, Alexander Hauptmann and Rong Jin
Linking Video and Text via Representations of Narrative / 104
Andrew Salway, Mike Graham, Eleftheria Tomadaki, and Yan Xu
Interactive Video Retrieval System Integrating Visual Search with Textual Search / 113
Shuichi Shiitani, Takayuki Baba, Susumu Endo, Yusuke Uehara, Daiki Masumoto, and Shigemi Nagata