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MediaMill: exploring news video archives based on learned semantics

Authors:

Frank SeinstraAuthors Info & Claims

MULTIMEDIA '05: Proceedings of the 13th annual ACM international conference on Multimedia

Pages 225 - 226

https://doi.org/10.1145/1101149.1101188

Published: 06 November 2005 Publication History

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Abstract

In this technical demonstration we showcase the MediaMill system. A search engine that facilitates access to news video archives at a semantic level. The core of the system is an unprecedented lexicon of 100 automatically detected semantic concepts. Based on this lexicon we demonstrate how users can obtain highly relevant retrieval results using query-by-concept. In addition, we show how the lexicon of concepts can be exploited for novel applications using advanced semantic visualizations. Several aspects of the MediaMill system are evaluated as part of our TRECVID 2005 efforts.

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Google Video Search, August 2005. http://video.google.com/.

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G. Nguyen and M. Worring. Similarity based visualization of image collections. In Int'l Worksh. on Audio-Visual Content and Information Visualization in Digital Libraries, 2005.

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A. Smeaton. Large scale evaluations of multimedia information retrieval: The TRECVid experience. In CIVR, volume 3569 of LNCS, pages 19--27. Springer-Verlag, 2005.

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C. Snoek. The Authoring Metaphor to Machine Understanding of Multimedia. PhD thesis, Universiteit van Amsterdam, October 2005.

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Cited By

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Ren HRenoust BMelançon GViaud MSatoh SBoll SMu Lee KLuo JZhu WByun HWen Chen CLienhart RMei T(2018)Exploring Temporal Communities in Mass Media ArchivesProceedings of the 26th ACM international conference on Multimedia10.1145/3240508.3241392(1247-1249)Online publication date: 15-Oct-2018
https://dl.acm.org/doi/10.1145/3240508.3241392
Collyda CApostolidis EPournaras AMarkatopoulou FMezaris VPatras IIonescu BSebe NFeng JLarson MLienhart RSnoek C(2017)VideoAnalysis4ALLProceedings of the 2017 ACM on International Conference on Multimedia Retrieval10.1145/3078971.3079015(470-474)Online publication date: 6-Jun-2017
https://dl.acm.org/doi/10.1145/3078971.3079015
Benmokhtar RHuet B(2014)An ontology-based evidential framework for video indexing using high-level multimodal fusionMultimedia Tools and Applications10.1007/s11042-011-0936-573:2(663-689)Online publication date: 1-Nov-2014
https://dl.acm.org/doi/10.1007/s11042-011-0936-5
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MediaMill: exploring news video archives based on learned semantics
1. Information systems
  1. Information retrieval

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Published In

MULTIMEDIA '05: Proceedings of the 13th annual ACM international conference on Multimedia

November 2005

1110 pages

ISBN:1595930442

DOI:10.1145/1101149

General Chairs:
Hongjiang Zhang
Microsoft Research Asia, China
,
Tat-Seng Chua
National University of Singapore, Singapore
,
Program Chairs:
Ralf Steinmetz
Technische Universitat Darmstadt, Germany
,
Mohan Kankanhalli
National University of Singapore, Singapore
,
Lynn Wilcox
FXPAL

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 06 November 2005

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MM05

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MM05: 2005 13th Annual ACM International Conference on Multimedia

November 6 - 11, 2005

Hilton, Singapore

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MULTIMEDIA '05 Paper Acceptance Rate 49 of 312 submissions, 16%;

Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

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Ren HRenoust BMelançon GViaud MSatoh SBoll SMu Lee KLuo JZhu WByun HWen Chen CLienhart RMei T(2018)Exploring Temporal Communities in Mass Media ArchivesProceedings of the 26th ACM international conference on Multimedia10.1145/3240508.3241392(1247-1249)Online publication date: 15-Oct-2018
https://dl.acm.org/doi/10.1145/3240508.3241392
Collyda CApostolidis EPournaras AMarkatopoulou FMezaris VPatras IIonescu BSebe NFeng JLarson MLienhart RSnoek C(2017)VideoAnalysis4ALLProceedings of the 2017 ACM on International Conference on Multimedia Retrieval10.1145/3078971.3079015(470-474)Online publication date: 6-Jun-2017
https://dl.acm.org/doi/10.1145/3078971.3079015
Benmokhtar RHuet B(2014)An ontology-based evidential framework for video indexing using high-level multimodal fusionMultimedia Tools and Applications10.1007/s11042-011-0936-573:2(663-689)Online publication date: 1-Nov-2014
https://dl.acm.org/doi/10.1007/s11042-011-0936-5
Liu NDellandréa ETellez BChen L(2014)A Selective Weighted Late Fusion for Visual Concept RecognitionFusion in Computer Vision10.1007/978-3-319-05696-8_1(1-28)Online publication date: 26-Mar-2014
https://doi.org/10.1007/978-3-319-05696-8_1
Legg PChung DParry MBown RJones MGriffiths IChen M(2013)Transformation of an Uncertain Video Search Pipeline to a Sketch-Based Visual Analytics LoopIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2013.20719:12(2109-2118)Online publication date: 1-Dec-2013
https://dl.acm.org/doi/10.1109/TVCG.2013.207
Liu NDellandréA EChen LZhu CZhang YBichot CBres STellez B(2013)Multimodal recognition of visual concepts using histograms of textual concepts and selective weighted late fusion schemeComputer Vision and Image Understanding10.1016/j.cviu.2012.10.009117:5(493-512)Online publication date: 1-May-2013
https://dl.acm.org/doi/10.1016/j.cviu.2012.10.009
Yang RVan Der Mei RRoubos DSeinstra FBal H(2012)Resource optimization in distributed real-time multimedia applicationsMultimedia Tools and Applications10.1007/s11042-011-0782-559:3(941-971)Online publication date: 1-Aug-2012
https://dl.acm.org/doi/10.1007/s11042-011-0782-5
Liu NDellandrea EZhu CBichot CChen L(2012)A selective weighted late fusion for visual concept recognitionProceedings of the 12th international conference on Computer Vision - Volume Part III10.1007/978-3-642-33885-4_43(426-435)Online publication date: 7-Oct-2012
https://dl.acm.org/doi/10.1007/978-3-642-33885-4_43
Pang LCao JBao LZhang YLin S(2011)Towards hierarchical contextMultimedia Tools and Applications10.1007/s11042-010-0605-055:1(151-178)Online publication date: 1-Oct-2011
https://dl.acm.org/doi/10.1007/s11042-010-0605-0
Aoki TKowalik U(2011)BROAFERENCE: A Prototype of an Emotion-based TV Quality Rating SystemEmotional Engineering10.1007/978-1-84996-423-4_12(223-245)Online publication date: 2011
https://doi.org/10.1007/978-1-84996-423-4_12
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MediaMill: semantic video search using the RotorBrowser

The mediamill large.lexicon concept suggestion engine

MediaMill: fast and effective video search using the forkbrowser

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