VSUMM: An Approach for Automatic Video Summarization and Quantitative Evaluation

Author

De Avila, Sandra E F ; da Luz, Angelo ; de Araujo, A. ; Cord, Matthieu

Author_Institution

Comput. Sci. Dept., Fed. Univ. of Minas Gerais, Belo Horizonte

fYear

2008

fDate

12-15 Oct. 2008

Firstpage

103

Lastpage

110

Abstract

In this paper, we propose an approach for video summarization (VSUMM). The video summaries are generated based on visual features. A factorial experiment is designed to analyze the relative impact of the attributes. We demonstrate the validity of the VSUMM approach by testing it on a collection of videos from Open Video Project. We provide a comparison among results of the proposed summarization technique with Open Video storyboard. A subjective evaluation showed that the summaries are produced with good quality.

Keywords

multimedia computing; video signal processing; VSUMM; automatic video summarization; factorial experiment; good quality; open video project; open video storyboard; quantitative evaluation; subjective evaluation; video summaries; visual features; Color; Computer graphics; Computer science; Data mining; Gunshot detection systems; Image processing; Testing; Timing; Video sequences; Watches; keyframes; quantitative evaluation; video summarization;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer Graphics and Image Processing, 2008. SIBGRAPI '08. XXI Brazilian Symposium on

Conference_Location

Campo Grande

ISSN

1530-1834

Print_ISBN

978-0-7695-3358-2

Type

conf

DOI

10.1109/SIBGRAPI.2008.31

Filename

4654149