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Video Classification and Retrieval with the Informedia Digital Video Library System

Alexander Hauptmann, Rong Yan, Y. Qi, Rong Jin, Michael G Christel, M. Derthick, Ming-Yu Chen, Robert Baron, W.-H. Lin, T. D. Ng
2018
Approach Precision Interactive Video Retrieval For the 2002 TREC video track interactive condition, we used the basic Informedia Digital Video Library system, as in the 2001 TREC Video TREC.  ...  Speech Recognition The audio processing component of our video retrieval system splits the audio track from the MPEG-1 encoded video file, and decodes the audio and downsamples it to 16kHz, 16bit samples  ... 
doi:10.1184/r1/6612782.v1 fatcat:elidf2mfyfd7phgn7o33ck4c4i

Lessons for the Future from a Decade of Informedia Video Analysis Research [chapter]

Alexander G. Hauptmann
2005 Lecture Notes in Computer Science  
The overarching goal of the Informedia Digital Video Library project has been to achieve machine understanding of video media, including all aspects of search, retrieval, visualization and summarization  ...  The base technology developed by the Informedia project combines speech, image and natural language understanding to automatically transcribe, segment and index broadcast video for intelligent search and  ...  Acknowledgements This work was supported by the Advanced Research and Development Activity (ARDA) under contract number H98230-04-C-0406 and NBCHC040037.  ... 
doi:10.1007/11526346_1 fatcat:h5pd3twzwraxniomnqofh6qaxq

Topic labeling of broadcast news stories in the informedia digital video library

Alexander G. Hauptmann, Danny Lee
1998 Proceedings of the third ACM conference on Digital libraries - DL '98  
This paper describes the implementation of a topic labeling component for the Informedia Digital Video Library.  ...  In preliminary tests, the system achieved recall of 0.49 1 with relevance of 0.482 when up to 5 topics could be assigned to a news story.  ...  ACKNOWLEDGMENTS This paper is based on work supported by the National Science Foundation, DARPA and NASA under NSF Cooperative agreement No. IRI-9411299.  ... 
doi:10.1145/276675.276733 dblp:conf/dl/HauptmannL98 fatcat:wposl5pucjhc5pj4vvahpybgc4

Intelligent access to digital video: Informedia project

H.D. Wactlar, T. Kanade, M.A. Smith, S.M. Stevens
1996 Computer  
Computer he Informedia Digital Video Library project' will establish a large, on-line digital video library featuring full-content and knowledge-based search and retrieval.  ...  Initially, the library will be populated with 1,000 hours of raw and edited documentary and education videos drawn from video assets of WQED/Pittsburgh, Fairfax County (Virginia) Public Schools, and the  ...  Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the NSF.  ... 
doi:10.1109/2.493456 fatcat:wtwntkrnqbcirmkj6ornjrx6su

Multimedia Analysis + Visual Analytics = Multimedia Analytics

N A Chinchor, J J Thomas, P C Wong, M G Christel, W Ribarsky
2010 IEEE Computer Graphics and Applications  
Acknowledgments The US National Science Foundation has supported the Informedia research reported here under grant IIS-0705491.  ...  The US National Visualization and Analytics Center at the Pacific Northwest National Laboratory has also supported some of the described research.  ...  Building directly from progress on interactive video retrieval and visual shot classification as charted with TRECVID, Informedia has produced dense shot thumbnail views with interactive filters that control  ... 
doi:10.1109/mcg.2010.92 pmid:24807414 fatcat:jtfnj2rl7zgaxk3ormulucd2ti

Techniques for the Creation and Exploration of Digital Video Libraries [chapter]

Michael Christel, Scott Stevens, Takeo Kanade, Michael Mauldin, Raj Reddy, Howard Wactlar
1996 The Kluwer International Series in Engineering and Computer Science  
Library Contents The Informedia Digital Video Library is being populated with 1000 hours of both raw and highly produced, edited video.  ...  of results which enforce good cinematic principles THE INFORMEDIA DIGITAL VIDEO LIBRARY PROJECT The Informedia Digital Video Library Project (IDVL) at Carnegie Mellon University is and on-going research  ... 
doi:10.1007/978-1-4613-1387-8_8 fatcat:e433myqvgrgehgdh5pqt4jqpmi

A multi-view intelligent editor for digital video libraries

Brad A. Myers, Juan P. Casares, Scott Stevens, Laura Dabbish, Dan Yocum, Albert Corbett
2001 Proceedings of the first ACM/IEEE-CS joint conference on Digital libraries - JCDL '01  
The Informedia Digital Library supplies the recognition algorithms and metadata used to support intelligent editing, and Informedia also provides search and a repository.  ...  Selections and edits in any view are synchronized with all other views. A variety of recognition algorithms are applied to the video and audio content and then are used to aid in the editing tasks.  ...  ACKNOWLEDGEMENTS The Silver Project is funded in part by the National Science Foundation under Grant No. IIS-9817527, as part of the Digital Library Initiative-2.  ... 
doi:10.1145/379437.379461 dblp:conf/jcdl/MyersCSDYC01 fatcat:gga2emweqfayjagicwwt2l7mxi

Video retrieval using speech and image information

Alexander G. Hauptmann, Rong Jin, Tobun D. Ng, Minerva M. Yeung, Rainer W. Lienhart, Chung-Sheng Li
2003 Storage and Retrieval for Media Databases 2003  
For the queries used in this evaluation, image matching and video OCR proved to be the deciding aspects of video information retrieval.  ...  Retrieval Track evaluation performed by the National Institute of Standards and Technology.  ...  IRI-9817496, and by the Advanced Research and Development Activity (ARDA) under contract number MDA908-00-C-0037.  ... 
doi:10.1117/12.479747 dblp:conf/spieSR/HauptmannJN03 fatcat:tusllilhvvdifmoevwextb3bke

A multilingual, multimodal digital video library system

Michael R. Lyu, Edward Yau, Sam Sze
2002 Proceedings of the second ACM/IEEE-CS joint conference on Digital libraries - JCDL '02  
This paper presents the iVIEW system, a multi-lingual, multimodal digital video content management system for intelligent searching and access of English and Chinese video contents. iVIEW allows full content  ...  indexing, searching and retrieval of multi-lingual text, audio and video material.  ...  ACKNOWLEDGMENTS The work described in this paper is fully supported by the Hong Kong Innovation and Technology Fund, under the project ID ITS/29/00, and the Research Grants Council, under Project No.  ... 
doi:10.1145/544247.544248 fatcat:z5jwst66ircndpbbuqruyhux2m

A multilingual, multimodal digital video library system

Michael R. Lyu, Edward Yau, Sam Sze
2002 Proceedings of the second ACM/IEEE-CS joint conference on Digital libraries - JCDL '02  
This paper presents the iVIEW system, a multi-lingual, multimodal digital video content management system for intelligent searching and access of English and Chinese video contents. iVIEW allows full content  ...  indexing, searching and retrieval of multi-lingual text, audio and video material.  ...  ACKNOWLEDGMENTS The work described in this paper is fully supported by the Hong Kong Innovation and Technology Fund, under the project ID ITS/29/00, and the Research Grants Council, under Project No.  ... 
doi:10.1145/544220.544248 dblp:conf/jcdl/LyuYS02 fatcat:arycpv3dhnayjgj4ds7nb5ih3y

Accessing News Video Libraries through Dynamic Information Extraction, Summarization, and Visualization [chapter]

Michael G. Christel
2002 Lecture Notes in Computer Science  
The Informedia Project has developed and evaluated surrogates, summary interfaces, and visualizations for accessing a digital video library containing thousands of documents and terabytes of data.  ...  This paper begins with a review of Informedia surrogates for a single video document, including titles, storyboards, and skims.  ...  This work is also supported by the National Science Foundation's National Science, Mathematics, Engineering, and Technology Education Digital Library Program under grant DUE-0085834.  ... 
doi:10.1007/3-540-36222-3_8 fatcat:cydaufvzdbc5lb6uemuwzks534

The vision digital video library

Susan Gauch, Wei Li, John Gauch
1997 Information Processing & Management  
We have developed automatic mechanisms to populate the library and provide content-based search and retrieval of video over computer networks.  ...  The goal of the VISION (Video Indexing for SearchIng Over Networks) project is to demonstrate the technology necessary for a comprehensive, on-line digital video library.  ...  Systems Engineering (CECASE), and The -16 -National Science Foundation Award CDA-9401021.  ... 
doi:10.1016/s0306-4573(97)00010-1 fatcat:exjxl4hpzbfrfloern5xugehha

Video Retrieval Based on Semantic Concepts

A.G. Hauptmann, M.G. Christel, Rong Yan
2008 Proceedings of the IEEE  
This leads us to ask how can they be used automatically and how does a user (or a retrieval system) translate the user's information need into a selection of related concepts that would help find the relevant  ...  Semantic concepts such as cars, planes, roads, people, animals, and different types of scenes (outdoor, night time, etc.) can be automatically detected in the video with reasonable accuracy.  ...  Acknowledgment The authors would like to thank P. Over and the TRECVID organizers for shepherding the video retrieval evaluations. They are also indebted to W.  ... 
doi:10.1109/jproc.2008.916355 fatcat:icx463ds5nbwpigc5abyhrfaai

Content-Based Information Retrieval and Digital Libraries

Gary (Gang) Wan, Zao Liu
2008 Information Technology and Libraries  
This paper discusses the applications and importance of content-based information retrieval technology in digital libraries.  ...  As a good complement to traditional textbased information retrieval technology, content-based information retrieval will be a significant trend for the development of digital libraries.  ...  However, with the help of content-based image retrieval, the librarian can upload the digitized image of the insect to an online digital image library of insects, and the system will retrieve similar images  ... 
doi:10.6017/ital.v27i1.3262 fatcat:i2vcfkeewbge7dxg5jelkvzv7y

The TREC2001 Video Track: Information Retrieval on Digital Video Information [chapter]

Alan F. Smeaton, Paul Over, Cash J. Costello, Arjen P. de Vries, David Doermann, Alexander Hauptmann, Mark E. Rorvig, John R. Smith, Lide Wu
2002 Lecture Notes in Computer Science  
This has important implications in making digital libraries of video information attainable.  ...  The reason for writing this paper is to highlight the message from the TREC video track that there are now a variety of approaches available for searching and browsing through digital video archives, that  ...  through video digital libraries.  ... 
doi:10.1007/3-540-45747-x_20 fatcat:nslbajuasnhidao23jzw45xqp4
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