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Informedia Digital Video Library
Head: Howard Wactlar
Contact: Colleen Everett (everett@cs.cmu.edu)
Mailing address:
Informedia Digital Video Library
Carnegie Mellon University
School of Computer Science
5000 Forbes Avenue
Pittsburgh, PA 15213
informedia@cs.cmu.edu
Associated center: VASC
For more information, see this project's homepage.
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Project Description |
Personnel |
Publications
Project Description
The overarching goal of the Informedia initiatives is to achieve machine understanding of video and film media, including all aspects of search, retrieval, visualization and summarization in both contemporaneous and archival content collections. The base technology developed under Informedia-I combines speech, image and natural language understanding to automatically transcribe, segment and index linear video for intelligent search and image retrieval. Informedia-II seeks to improve the dynamic extraction, summarization, visualization, and presentation of distributed video, automatically producing collages and auto-documentaries that summarize documents from text, images, audio and video into one single abstraction.
Research efforts underway apply Informedia technology to the domains of education, health care, defense intelligence and the coordination and understanding of human activity. Informedia also has international digital library collaborations in Europe and Asia that have produced multilingual, multi-cultural and cross-lingual versions.
For complete information visit the project web site at http://www.Informedia.cs.cmu.edu
Our subprojects include:
Personnel [Past Members]
Name - Title <Email Address>
- [Home] Chris Atkeson -
Professor, RI/HCII <cga@cs.cmu.edu>
- [Home] Robert Baron -
Principal Research Programmer, CS <rvb@cmu.edu>
- Datong Chen -
Systems Scientist, CS <datong@cs.cmu.edu>
- [Home] Mike Christel -
Senior Systems Scientist, CS <christel@cs.cmu.edu>
- [Home] Mark Derthick -
Adjunct Research Associate, HCII <mad@cs.cmu.edu>
- [Home] Colleen Everett -
Communications Manager, CS <everett@cs.cmu.edu>
- Christos Faloutsos -
Professor, CS <christos@cs.cmu.edu>
- [Home] Alex Hauptmann -
Senior Systems Scientist, CS <alex@cs.cmu.edu>
- Dale James -
Managing Editor, CS <dale@cs.cmu.edu>
- [Home] Takeo Kanade -
U.A. and Helen Whitaker University Prof., RI/CS <tk@cs.cmu.edu>
- Melissa Keaton -
Administrative Associate, CS <melissa@cs.cmu.edu>
- [Home] John Lafferty -
Professor, LTI <lafferty@cs.cmu.edu (Currently On Leave)>
- Bryan Maher -
Manager of Systems Engineering, CS <bsm@cs.cmu.edu>
- [Home] Dorbin Ng -
Systems Scientist, CS
- Henry Schneiderman -
Adjunct Faculty (Adjunct) <hws@ux1.sp.cs.cmu.edu>
- [Home] Scott Stevens -
Senior Systems Scientist, HCII <sms@cs.cmu.edu>
- [Home] Raul Valdes-Perez -
Adjunct Associate Professor, CS <valdes@cs.cmu.edu>
- [Home] Howard Wactlar -
Vice Provost Res Computing/Res.Professor, RI/CS <wactlar@cmu.edu>
- Jie Yang -
Senior Systems Scientist, CS <yang+@cs.cmu.edu>
- [Home] Yiming Yang -
Professor, LTI <yiming@nl.cs.cmu.edu>
Recent publications [View all 30 publications]
- Informedia at TRECVID 2003: Analyzing and Searching Broadcast News Video
A. Hauptmann, D. Ng, R. Baron, M. Chen, M. Christel, P. Duygulu, C. Huang, W. Lin, H. Wactlar, N. Moraveji, N. Papernick, C.G.M. Snoek, G. Tzanetakis, J. Yang, R. Yan, and R. Jin
Proceedings of (VIDEO) TREC 2003
(Twelfth Text Retrieval Conference), November, 2003.
Download: pdf [575 KB] copyrighted
- Learning Statistical Structure for Object Detection
H. Schneiderman
Computer Analysis of Images and Patterns (CAIP), 2003, Springer-Verlag, August, 2003.
[Abstract]
Download: pdf [320 KB] copyrighted
- Digital Video Archives: Managing through Metadata
H. Wactlar and M. Christel
Building a National Strategy for Digital Preservation: Issues in Digital Media Archiving, April, 2002, pp. 84 - 99.
Download: pdf [576 KB] copyrighted
- Improving Access to Digital Video Archives through Informedia Technology
M. Christel, A. Hauptmann, and H. Wactlar
Journal of the AUdio Engineering Society, Vol. 49, No. 7/9, 2002.
- Demonstration of Hierarchical Document Clustering of Digital Library Retrieval Results
H. Wactlar, R. Valdes-Perez, J. Pesenti, C. Palmer, D. Ng, A. Hauptmann, and M. Christel
Joint Conference on Digital Libraries (JCDL'01), June, 2001.
[Abstract]
Download: pdf [11 KB] copyrighted
- Complementary Video and Audio Analysis for Broadcast News Archives
H. Wactlar, A. Hauptmann, M. Christel, R. Houghton, and A. Olligschlaeger
Communications of the ACM, Vol. 32, No. 2, February, 2000, pp. 42 - 47.
Download: pdf [147 KB] copyrighted
- Informedia - Search and Summarization in the Video Medium
H. Wactlar
Proceedings of Imagina 2000 Conference, January, 2000.
[Abstract]
Download: pdf [348 KB] copyrighted
- Informedia Experience-on-Demand: Capturing, Integrating and Communicating Experiences across People, Time and Space
H. Wactlar, M. Christel, A. Hauptmann, and Y. Gong
ACM Computing Surveys, Vol. 31, No. 9, June, 1999.
[Abstract]
Download: pdf [363 KB] copyrighted
- New Directions in Video Information Extraction and Summarization
H. Wactlar
10th DELOS Workshop, June, 1999.
Download: pdf [485 KB] copyrighted
- Lessons Learned from the Creation and Deployment of a Terabyte Digital Video Library
H. Wactlar, M. Christel, Y. Gong, and A. Hauptmann
IEEE
Computer, Vol. 32, No. 2, 1999, pp. 66 - 73.
Download: pdf [1153 KB] copyrighted
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