DocumentCode
2652420
Title
VSUMM: A simple and efficient approach for automatic video summarization
Author
De Avila, Sandra E F ; Da Luz, Antonio, Jr. ; De Araujo, Arnaldo A.
Author_Institution
Dept. of Comput. Sci., Fed. Univ. of Minas Gerais, Belo Horizonte
fYear
2008
fDate
25-28 June 2008
Firstpage
449
Lastpage
452
Abstract
In this paper, we propose an approach for video summarization (VSUMM). The video summaries are generated based on color attributes and visual features. A factorial experiment is designed to analyze the relative impact of the attributes. We demonstrate the validity of the VSUMM by testing it on a collection of videos from Open Video Project. We provide a comparison between results of the proposed summarization technique with Open Video storyboard. The obtained results indicate that the approach proposed is an alternative way to video summarization problem.
Keywords
image colour analysis; video signal processing; Open Video Project; Open Video storyboard; VSUMM; automatic video summarization; color attribute; visual feature; Clustering algorithms; Computer science; Costs; Feature extraction; Gunshot detection systems; Histograms; Indexing; Research and development; Testing; Timing; Keyframes; Video Summarization;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Signals and Image Processing, 2008. IWSSIP 2008. 15th International Conference on
Conference_Location
Bratislava
Print_ISBN
978-80-227-2856-0
Electronic_ISBN
978-80-227-2880-5
Type
conf
DOI
10.1109/IWSSIP.2008.4604463
Filename
4604463
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