MediaMill

Subscribe (Full Service)


	Search: The ACM Digital Library The Guide

	Feedback

MediaMill: exploring news video archives based on learned semantics

Full text

Pdf (4.55 MB)

Source

International Multimedia Conference archive
Proceedings of the 13th annual ACM international conference on Multimedia table of contents

Hilton, Singapore

DEMONSTRATION SESSION: Technical demonstration 1: media understanding and browsing table of contents

Pages: 225 - 226

Year of Publication: 2005

ISBN:1-59593-044-2

Authors

Cees G. M. Snoek	University of Amsterdam, Amsterdam, The Netherlands
Marcel Worring	University of Amsterdam, Amsterdam, The Netherlands
Jan van Gemert	University of Amsterdam, Amsterdam, The Netherlands
Jan-Mark Geusebroek	University of Amsterdam, Amsterdam, The Netherlands
Dennis Koelma	University of Amsterdam, Amsterdam, The Netherlands
Giang P. Nguyen	University of Amsterdam, Amsterdam, The Netherlands
Ork de Rooij	University of Amsterdam, Amsterdam, The Netherlands
Frank Seinstra	University of Amsterdam, Amsterdam, The Netherlands

Sponsors

ACM: Association for Computing Machinery
SIGGRAPH: ACM Special Interest Group on Computer Graphics and Interactive Techniques
SIGMULTIMEDIA: ACM Special Interest Group on Multimedia

Publisher

ACM New York, NY, USA

Bibliometrics

Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Citation Count: 10

Additional Information:

abstract references cited by index terms collaborative colleagues

Tools and Actions:	Request Permissions Review this Article Save this Article to a Binder Display Formats: BibTeX EndNote ACM Ref

DOI Bookmark:	Use this link to bookmark this Article: http://doi.acm.org/10.1145/1101149.1101188 What is a DOI?

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.

REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

	1	Blinkx Video Search, August 2005. http://www.blinkx.tv/.
	2	Jan-Mark Geusebroek , Arnold W. M. Smeulders, A Six-Stimulus Theory for Stochastic Texture, International Journal of Computer Vision, v.62 n.1-2, p.7-16, April-May 2005 [doi>10.1007/s11263-005-4632-7]
	3	Google Video Search, August 2005. http://video.google.com/.
	4	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.
	5	A. Smeaton. Large scale evaluations of multimedia information retrieval: The TRECVid experience. In CIVR, volume 3569 of LNCS, pages 19--27. Springer-Verlag, 2005.
	6	C. Snoek. The Authoring Metaphor to Machine Understanding of Multimedia. PhD thesis, Universiteit van Amsterdam, October 2005.

CITED BY 11

	Alan F. Smeaton , Paul Browne, A usage study of retrieval modalities for video shot retrieval, Information Processing and Management: an International Journal, v.42 n.5, p.1330-1344, September 2006
	Giang Phuong Nguyen , Marcel Worring, Optimization of interactive visual-similarity-based search, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), v.4 n.1, p.1-23, January 2008
	Michael S. Lew , Nicu Sebe , Chabane Djeraba , Ramesh Jain, Content-based multimedia information retrieval: State of the art and challenges, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), v.2 n.1, p.1-19, February 2006
	Giang P. Nguyen , Marcel Worring , Arnold W. M. Smeulders, Similarity learning via dissimilarity space in CBIR, Proceedings of the 8th ACM international workshop on Multimedia information retrieval, October 26-27, 2006, Santa Barbara, California, USA
	Marcel Worring , Cees G. M. Snoek , Bouke Huurnink , Jan C. van Gemert , Dennis C. Koelma , Ork de Rooij, The mediamill large.lexicon concept suggestion engine, Proceedings of the 14th annual ACM international conference on Multimedia, October 23-27, 2006, Santa Barbara, CA, USA
	Jun Yang , Alexander G. Hauptmann, 3WNews: who, where, and when in news video, Proceedings of the 14th annual ACM international conference on Multimedia, October 23-27, 2006, Santa Barbara, CA, USA
	Cees G. M. Snoek , Marcel Worring , Jan C. van Gemert , Jan-Mark Geusebroek , Arnold W. M. Smeulders, The challenge problem for automated detection of 101 semantic concepts in multimedia, Proceedings of the 14th annual ACM international conference on Multimedia, October 23-27, 2006, Santa Barbara, CA, USA
	Ork de Rooij , Cees G. M. Snoek , Marcel Worring, Query on demand video browsing, Proceedings of the 15th international conference on Multimedia, September 25-29, 2007, Augsburg, Germany
	Marcel Worring , Ork de Rooij , Ton van Rijn, Browsing visual collections using graphs, Proceedings of the international workshop on Workshop on multimedia information retrieval, September 24-29, 2007, Augsburg, Bavaria, Germany
	Phivos Mylonas , Thanos Athanasiadis , Manolis Wallace , Yannis Avrithis , Stefanos Kollias, Semantic representation of multimedia content: Knowledge representation and semantic indexing, Multimedia Tools and Applications, v.39 n.3, p.293-327, September 2008
	Cees G. M. Snoek , Marcel Worring , Jan-Mark Geusebroek , Dennis C. Koelma , Frank J. Seinstra , Arnold W. M. Smeulders, The Semantic Pathfinder: Using an Authoring Metaphor for Generic Multimedia Indexing, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.28 n.10, p.1678-1689, October 2006