Publication Details

Video Summarization at Brno University of Technology

BERAN, V.; HRADIŠ, M.; HEROUT, A.; CHMELAŘ, P.; POTÚČEK, I.; SUMEC, S.; ZEMČÍK, P. Video Summarization at Brno University of Technology. In ACM Multimedia. Augsburg: Association for Computing Machinery, 2007. p. 1-4. ISBN: 978-1-59593-702-5.
Czech title
Sumarizace videa na VUT v Brně
Type
conference paper
Language
English
Authors
Beran Vítězslav, doc. Ing., Ph.D. (DCGM)
Hradiš Michal, Ing., Ph.D. (DCGM)
Herout Adam, prof. Ing., Ph.D. (DCGM)
Chmelař Petr, Ing.
Potúček Igor, Ing., Ph.D.
Sumec Stanislav, Ing., Ph.D.
Zemčík Pavel, prof. Dr. Ing., dr. h. c. (DCGM)
Keywords

Video, summarization, image features, time compression, TRECVID evaluation

Abstract

This paper describes the video summarization system built for the TRECVID 2007 evaluation by the Brno team. Motivations for the system design and its overall structure are described followed by more detailed description of the critical parts of the system, which are feature extraction and clustering of frames (shots, sub-shots) in time domain. Many ideas were not included in the system because of the time constraints. Those considered promising are stated and are briefly described as possible future work. The results of video summarization presented in this paper can be considered to be a humble success and can encourage further development in the field. This is specifically true as not all the features that can be considered and processing methods were implemented in the evaluated system.

Published
2007
Pages
1–4
Proceedings
ACM Multimedia
ISBN
978-1-59593-702-5
Publisher
Association for Computing Machinery
Place
Augsburg
BibTeX 
@inproceedings{BUT26062,
  author="Vítězslav {Beran} and Michal {Hradiš} and Adam {Herout} and Petr {Chmelař} and Igor {Potúček} and Stanislav {Sumec} and Pavel {Zemčík}",
  title="Video Summarization at Brno University of Technology",
  booktitle="ACM Multimedia",
  year="2007",
  pages="1--4",
  publisher="Association for Computing Machinery",
  address="Augsburg",
  isbn="978-1-59593-702-5"
}
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