Title :
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
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;
Conference_Titel :
Computer Graphics and Image Processing, 2008. SIBGRAPI '08. XXI Brazilian Symposium on
Conference_Location :
Campo Grande
Print_ISBN :
978-0-7695-3358-2
DOI :
10.1109/SIBGRAPI.2008.31
