Content-aware broadcast soccer video retargeting using fuzzy logic

Gao, L; Xu, M; Yan, SF; Liu, MG; Hou, CH; Wang, DH

Content-aware broadcast soccer video retargeting using fuzzy logic

Gao, L Xu, M

Yan, SF Liu, MG Hou, CH Wang, DH

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Publication Type:: Journal Article
Citation:: Electronics Letters, 2011, 47 (12), pp. 694 - 695
Issue Date:: 2011-06-09

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Field	Value	Language
dc.contributor.author	Gao, L	en_US
dc.contributor.author	Xu, M https://orcid.org/0000-0001-9581-8849	en_US
dc.contributor.author	Yan, SF	en_US
dc.contributor.author	Liu, MG	en_US
dc.contributor.author	Hou, CH	en_US
dc.contributor.author	Wang, DH	en_US
dc.date.issued	2011-06-09	en_US
dc.identifier.citation	Electronics Letters, 2011, 47 (12), pp. 694 - 695	en_US
dc.identifier.issn	0013-5194	en_US
dc.identifier.uri	http://hdl.handle.net/10453/18296
dc.description.abstract	A content-aware video retargeting method is proposed for playing broadcast soccer video in small displays. Four visual perception clues are predefined based on soccer game-specific knowledge and modelled by visual attention features firstly. Then, a fuzzy logic inference system is proposed to estimate visual attention values (AVs) of ball and players by fusing attention features. AVs are later used to determine the region of interest (ROI) of each frame. Finally, a retargeted video is generated by the ROI of each frame with polynomial curve fitting for temporal smoothing. Both subjective and objective evaluation results are promising. © 2011 The Institution of Engineering and Technology.	en_US
dc.relation.ispartof	Electronics Letters	en_US
dc.relation.isbasedon	10.1049/el.2011.0544	en_US
dc.subject.classification	Electrical & Electronic Engineering	en_US
dc.title	Content-aware broadcast soccer video retargeting using fuzzy logic	en_US
dc.type	Journal Article
utslib.citation.volume	12	en_US
utslib.citation.volume	47	en_US
utslib.for	0801 Artificial Intelligence and Image Processing	en_US
utslib.for	0906 Electrical and Electronic Engineering	en_US
utslib.for	1005 Communications Technologies	en_US
pubs.embargo.period	Not known	en_US
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Electrical and Data Engineering
pubs.organisational-group	/University of Technology Sydney/Strength - GBDTC - Global Big Data Technologies
pubs.organisational-group	/University of Technology Sydney/Strength - INEXT - Innovation in IT Services and Applications
utslib.copyright.status	closed_access
pubs.issue	12	en_US
pubs.publication-status	Published	en_US
pubs.volume	47	en_US

Abstract:

A content-aware video retargeting method is proposed for playing broadcast soccer video in small displays. Four visual perception clues are predefined based on soccer game-specific knowledge and modelled by visual attention features firstly. Then, a fuzzy logic inference system is proposed to estimate visual attention values (AVs) of ball and players by fusing attention features. AVs are later used to determine the region of interest (ROI) of each frame. Finally, a retargeted video is generated by the ROI of each frame with polynomial curve fitting for temporal smoothing. Both subjective and objective evaluation results are promising. © 2011 The Institution of Engineering and Technology.

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http://hdl.handle.net/10453/18296