Publication detail

Video Summarization at Brno University of Technology

BERAN, V. HRADIŠ, M. HEROUT, A. CHMELAŘ, P. POTÚČEK, I. SUMEC, S. ZEMČÍK, P.

Original Title

Video Summarization at Brno University of Technology

English Title

Video Summarization at Brno University of Technology

Type

conference paper

Language

en

Original 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.

English 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.

Keywords

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

RIV year

2007

Released

07.09.2007

Publisher

Association for Computing Machinery

Location

Augsburg

ISBN

978-1-59593-702-5

Book

ACM Multimedia

Pages from

1

Pages to

4

Pages count

4

Documents

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",
  annote="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.",
  address="Association for Computing Machinery",
  booktitle="ACM Multimedia",
  chapter="26062",
  howpublished="print",
  institution="Association for Computing Machinery",
  year="2007",
  month="september",
  pages="1--4",
  publisher="Association for Computing Machinery",
  type="conference paper"
}