Article

VSUMM: An Approach for Automatic Video Summarization and Quantitative Evaluation

Authors:

Sandra E. F. de Avila,

Antonio da_Luz Jr.,

Arnaldo de A. Araújo,

Matthieu CordAuthors Info & Claims

SIBGRAPI '08: Proceedings of the 2008 XXI Brazilian Symposium on Computer Graphics and Image Processing

Pages 103 - 110

https://doi.org/10.1109/SIBGRAPI.2008.31

Published: 12 October 2008 Publication History

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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.

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Apostolidis EAdamantidou EMetsai AMezaris VPatras IWen Chen CCucchiara RHua XQi GRicci EZhang ZZimmermann R(2020)Performance over RandomProceedings of the 28th ACM International Conference on Multimedia10.1145/3394171.3413632(1056-1064)Online publication date: 12-Oct-2020
https://dl.acm.org/doi/10.1145/3394171.3413632
Boukadida HBerrani SGros P(2017)Automatically Creating Adaptive Video Summaries Using Constraint Satisfaction ProgrammingIEEE Transactions on Circuits and Systems for Video Technology10.1109/TCSVT.2015.251367827:4(920-934)Online publication date: 1-Apr-2017
https://dl.acm.org/doi/10.1109/TCSVT.2015.2513678
Sandhu SAgarwal A(2015)Summarizing Videos by Key frame extraction using SSIM and other Visual FeaturesProceedings of the Sixth International Conference on Computer and Communication Technology 201510.1145/2818567.2818607(209-213)Online publication date: 25-Sep-2015
https://dl.acm.org/doi/10.1145/2818567.2818607
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Published In

SIBGRAPI '08: Proceedings of the 2008 XXI Brazilian Symposium on Computer Graphics and Image Processing

October 2008

307 pages

ISBN:9780769533582

Publisher

IEEE Computer Society

United States

Publication History

Published: 12 October 2008

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Apostolidis EAdamantidou EMetsai AMezaris VPatras IWen Chen CCucchiara RHua XQi GRicci EZhang ZZimmermann R(2020)Performance over RandomProceedings of the 28th ACM International Conference on Multimedia10.1145/3394171.3413632(1056-1064)Online publication date: 12-Oct-2020
https://dl.acm.org/doi/10.1145/3394171.3413632
Boukadida HBerrani SGros P(2017)Automatically Creating Adaptive Video Summaries Using Constraint Satisfaction ProgrammingIEEE Transactions on Circuits and Systems for Video Technology10.1109/TCSVT.2015.251367827:4(920-934)Online publication date: 1-Apr-2017
https://dl.acm.org/doi/10.1109/TCSVT.2015.2513678
Sandhu SAgarwal A(2015)Summarizing Videos by Key frame extraction using SSIM and other Visual FeaturesProceedings of the Sixth International Conference on Computer and Communication Technology 201510.1145/2818567.2818607(209-213)Online publication date: 25-Sep-2015
https://dl.acm.org/doi/10.1145/2818567.2818607
Müller ALux MBöszörmenyi LLindstaedt SGranitzer M(2012)The video summary GWAPProceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies10.1145/2362456.2362476(1-7)Online publication date: 5-Sep-2012
https://dl.acm.org/doi/10.1145/2362456.2362476
Teixeira BOliveira JSouza FCunha TAraújo AOkamoto CFigueiredo LSilva VOliveira ICandan KPanchanathan SPrabhakaran BSundaram HFeng WSebe N(2011)News browsing systemProceedings of the 19th ACM international conference on Multimedia10.1145/2072298.2072415(671-674)Online publication date: 28-Nov-2011
https://dl.acm.org/doi/10.1145/2072298.2072415
Guimarães SGomes W(2010)A static video summarization method based on hierarchical clusteringProceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications10.5555/1948207.1948221(46-54)Online publication date: 8-Nov-2010
https://dl.acm.org/doi/10.5555/1948207.1948221
Oliveira RCunha Tde Souza Fde Oliveira Jde Albuquerque Araújo A(2010)EVEREVISProceedings of the International Conference on Advanced Visual Interfaces10.1145/1842993.1843066(373-376)Online publication date: 26-May-2010
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Filho CBuck TSantos CTrinta FPorfírio PGoularte RPontin de Mattos Fortes R(2009)An environment for video content indexing and retrieval base don visual featuresProceedings of the XV Brazilian Symposium on Multimedia and the Web10.1145/1858477.1858502(1-8)Online publication date: 5-Oct-2009
https://dl.acm.org/doi/10.1145/1858477.1858502

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