VSUMM: An Approach for Automatic Video Summarization and Quantitative Evaluation

被引:25
作者
de Avila, Sandra E. F. [1 ]
da Luz, Antonio, Jr. [1 ,2 ]
Araujo, Arnaldo de A. [1 ]
Cord, Matthieu [3 ]
机构
[1] Univ Fed Minas Gerais, Dept Comp Sci, Av Antonio Carlos 6627, BR-31270901 Belo Horizonte, MG, Brazil
[2] Fed Tech Sch Palmas, BR-77600000 Paraiso, Tocantins, Brazil
[3] Univ Paris 06, Lab Informatique Paris 6, F-75016 Paris, France
来源
SIBGRAPI 2008: XXI BRAZILIAN SYMPOSIUM ON COMPUTER GRAPHICS AND IMAGE PROCESSING | 2008年
关键词
D O I
10.1109/SIBGRAPI.2008.31
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
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
引用
收藏
页码:103 / +
页数:2
相关论文
共 32 条
[1]  
[Anonymous], INTERACTIVE VIDEO AL
[2]   Efficient layout of comic-like video summaries [J].
Calic, Janko ;
Gibson, David P. ;
Campbell, Neill W. .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2007, 17 (07) :931-936
[3]  
CHANG IC, 2007, INT C CONS EL ICCE J
[4]  
DEAVILA SEF, 2008, P INT C SYST SIGN IM
[5]  
DeMenthon D., 1998, Proceedings ACM Multimedia 98, P211, DOI 10.1145/290747.290773
[6]  
Drew M. S., 2000, Proceedings ACM Multimedia 2000, P365, DOI 10.1145/354384.354534
[7]  
Duda R.O., 2001, PATTERN CLASSIFICATI, P654, DOI DOI 10.1007/S00357-007-0015-9
[8]   Key frame selection to represent a video [J].
Dufaux, F .
2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS, 2000, :275-278
[9]   Keyframe-based user interfaces for digital video [J].
Girgensohn, A ;
Boreczky, J ;
Wilcox, L .
COMPUTER, 2001, 34 (09) :61-+
[10]  
Gong YH, 2001, 2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, P362, DOI 10.1109/ICIP.2001.958126