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PEANO: pictorial enriched annotation of video

Published: 23 October 2006 Publication History

Abstract

In this DEMO, we present a tool set for video digital library management that allows i) structural annotation of edited videos in MPEG-7 by automatically extracting shots and clips; ii) automatic semantic annotation based on perceptual similarity against a taxonomy enriched with pictorial concepts iii) video clip access and hierarchical summarization with stand-alone and web interface iv) access to clips from mobile platform in GPRS-UMTS video-streaming. The tools can be applied in different domain-specific Video Digital Libraries. The main novelty is the possibility to enrich the annotation with pictorial concepts that are added to a textual taxonomy in order to make the automatic annotation process more fast and often effective. The resulting multimedia ontology is described in the MPEG-7 framework. The PEANO (Perceptual Annotation of Video) tool has been tested over video art, sport (Soccer, Olimpic Games 2006, Formula 1) and news clips.

References

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M. Yeung, B.L. Yeo, Segmentation of video by clustering and graph analysis, in Computer Vision and Image Understanding, Vol. 71 No. 1, July, pp 94--109, 1998.
[2]
E. Bertini, G. Santucci and T. Catarci, " MIMA: Multimedia Interfaces for Mobile Applications" Proc. Of 2006 Second International Symposium on Communications, Control and Signal Processing. Marrakesh 2006
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C. Tsinaraki, P. Polydoros and S. Christodoulakis "GraphOnto: A Component and a User Interface for the Definition and Use of Ontologies in Multimedia Information Systems" Proc. Of AVIVDILB Padua, I,2005
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C. Grana, G. Tardini, and R. Cucchiara, MPEG-7 Compliant Shot Detection in Sport Videos, in Proceedings of the IEEE International Symposium on Multimedia (ISM 2005), Irvine (CA), USA, (2005) 395--402.
[5]
http://www-nlpir.nist.gov/projects/tvpubs/tv.pubs.org.html
[6]
M. Bertini, R. Cucchiara, A. Del Bimbo, and C. Torniai, Video Annotation with Pictorially Enriched Ontologies, Proceedings of IEEE International Conference on Multimedia and Expo, Amsterdam, The Netherlands, (2005) 1428--1431.
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A.K. Jain, and R.C. Dubes, Algorithms for clustering data, Prentice-Hall, Englewood Cliffs, NJ (1988).

Cited By

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  • (2009)Color Features Performance Comparison for Image RetrievalProceedings of the 15th International Conference on Image Analysis and Processing10.1007/978-3-642-04146-4_96(902-910)Online publication date: 29-Aug-2009
  • (2007)Prototypes selection with context based intra-class clustering for video annotation with Mpeg7 featuresProceedings of the 1st international conference on Digital libraries: research and development10.5555/1782334.1782368(268-277)Online publication date: 13-Feb-2007
  • (2007)Enhancing HSV histograms with achromatic points detection for video retrievalProceedings of the 6th ACM international conference on Image and video retrieval10.1145/1282280.1282327(302-308)Online publication date: 9-Jul-2007
  • Show More Cited By

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Published In

cover image ACM Conferences
MM '06: Proceedings of the 14th ACM international conference on Multimedia
October 2006
1072 pages
ISBN:1595934472
DOI:10.1145/1180639
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: 23 October 2006

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Author Tags

  1. MPEG-7
  2. sports video
  3. video annotation

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MM06
MM06: The 14th ACM International Conference on Multimedia 2006
October 23 - 27, 2006
CA, Santa Barbara, USA

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

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Cited By

View all
  • (2009)Color Features Performance Comparison for Image RetrievalProceedings of the 15th International Conference on Image Analysis and Processing10.1007/978-3-642-04146-4_96(902-910)Online publication date: 29-Aug-2009
  • (2007)Prototypes selection with context based intra-class clustering for video annotation with Mpeg7 featuresProceedings of the 1st international conference on Digital libraries: research and development10.5555/1782334.1782368(268-277)Online publication date: 13-Feb-2007
  • (2007)Enhancing HSV histograms with achromatic points detection for video retrievalProceedings of the 6th ACM international conference on Image and video retrieval10.1145/1282280.1282327(302-308)Online publication date: 9-Jul-2007
  • (2007)Prototypes Selection with Context Based Intra-class Clustering for Video Annotation with Mpeg7 FeaturesDigital Libraries: Research and Development10.1007/978-3-540-77088-6_26(268-277)Online publication date: 2007

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