Publication Details
Video Summarization at Brno University of Technology
Herout Adam, prof. Ing., Ph.D. (DCGM FIT BUT)
Hradiš Michal, Ing., Ph.D. (DCGM FIT BUT)
Chmelař Petr, Ing. (DIFS FIT BUT)
Potúček Igor, Ing., Ph.D. (DCGM FIT BUT)
Sumec Stanislav, Ing., Ph.D. (DCGM FIT BUT)
Zemčík Pavel, prof. Dr. Ing. (DCGM FIT BUT)
Video, summarization, image features, time compression, TRECVID evaluation
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.
@INPROCEEDINGS{FITPUB8422,
author = "V\'{i}t\v{e}zslav Beran and Adam Herout and Michal Hradi\v{s} and Petr Chmela\v{r} and Igor Pot\'{u}\v{c}ek and Stanislav Sumec and Pavel Zem\v{c}\'{i}k",
title = "Video Summarization at Brno University of Technology",
pages = 4,
booktitle = "ACM Multimedia",
year = 2007,
location = "Augsburg, DE",
publisher = "Association for Computing Machinery",
ISBN = "978-1-59593-702-5",
language = "english",
url = "https://www.fit.vut.cz/research/publication/8422"
}