Article

Real-time goal-mouth detection in MPEG soccer video

Authors:

Kongwah Wan,

Xin Yan,

Xinguo Yu,

Changsheng XuAuthors Info & Claims

MULTIMEDIA '03: Proceedings of the eleventh ACM international conference on Multimedia

Pages 311 - 314

https://doi.org/10.1145/957013.957079

Published: 02 November 2003 Publication History

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Abstract

We report our work in real-time detection of goal-mouth appearances in MPEG soccer video. Processing on sub-optimal quality images after MPEG-decoding, the system constrains the Hough Transform-based line-mark detection to only the dominant green regions typically seen in soccer video. The vertical goal-posts and horizontal goal-bar are then isolated by color-based region (pole)-growing. We demonstrate its application for quick video browsing and virtual content insertion. Extensive test over a large data set of about 15 hours of MPEG-1 soccer video @1.15Mbps, CIF-resolution, shows the robustness of our method.

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Cited By

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DANDIL EÖZKUL İ(2019)Futbol Maçları İçin Bilgisayarlı Görü Destekli Gol Karar Sistemi(GolKaSis): Bir Prototip ÇalışmaComputer Vision Based Goal Decision System for Football Match: A Prototype StudyGazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji10.29109/gujsc.4921087:1(213-224)Online publication date: 24-Mar-2019
https://doi.org/10.29109/gujsc.492108
Penumala RSivagami MSrinivasan S(2019)Automated Goal Score Detection in Football Match Using Key MomentsProcedia Computer Science10.1016/j.procs.2020.01.017165(492-501)Online publication date: 2019
https://doi.org/10.1016/j.procs.2020.01.017
Piamsa-nga PBojukrapan S(2015)Automatic soccer archive summarization using time constraint2015 International Computer Science and Engineering Conference (ICSEC)10.1109/ICSEC.2015.7401455(1-6)Online publication date: Nov-2015
https://doi.org/10.1109/ICSEC.2015.7401455
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Index Terms

Real-time goal-mouth detection in MPEG soccer video
1. Computing methodologies
  1. Artificial intelligence
    1. Computer vision

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Information

Published In

MULTIMEDIA '03: Proceedings of the eleventh ACM international conference on Multimedia

November 2003

670 pages

ISBN:1581137222

DOI:10.1145/957013

General Chairs:
Lawrence Rowe
University of California, Berkeley
,
Harrick Vin
University of Texas, Austin
,
Program Chairs:
Thomas Plagemann
University of Oslo
,
Prashant Shenoy
University of Massachusetts, Amherst
,
John R. Smith
IBM T.J. Watson Research Center

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 02 November 2003

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MM03

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MM03: 2003 11th Annual ACM International Conference on Multimedia

November 2 - 8, 2003

CA, Berkeley, USA

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Overall Acceptance Rate 995 of 4,171 submissions, 24%

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Cited By

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DANDIL EÖZKUL İ(2019)Futbol Maçları İçin Bilgisayarlı Görü Destekli Gol Karar Sistemi(GolKaSis): Bir Prototip ÇalışmaComputer Vision Based Goal Decision System for Football Match: A Prototype StudyGazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji10.29109/gujsc.4921087:1(213-224)Online publication date: 24-Mar-2019
https://doi.org/10.29109/gujsc.492108
Penumala RSivagami MSrinivasan S(2019)Automated Goal Score Detection in Football Match Using Key MomentsProcedia Computer Science10.1016/j.procs.2020.01.017165(492-501)Online publication date: 2019
https://doi.org/10.1016/j.procs.2020.01.017
Piamsa-nga PBojukrapan S(2015)Automatic soccer archive summarization using time constraint2015 International Computer Science and Engineering Conference (ICSEC)10.1109/ICSEC.2015.7401455(1-6)Online publication date: Nov-2015
https://doi.org/10.1109/ICSEC.2015.7401455
de Sousa Sde A. Araujo AMenotti D(2011)An overview of automatic event detection in soccer matchesProceedings of the 2011 IEEE Workshop on Applications of Computer Vision (WACV)10.1109/WACV.2011.5711480(31-38)Online publication date: 5-Jan-2011
https://dl.acm.org/doi/10.1109/WACV.2011.5711480
Zawbaa HEl-Bendary NHassanien AAbraham A(2011)SVM-based soccer video summarization system2011 Third World Congress on Nature and Biologically Inspired Computing10.1109/NaBIC.2011.6089409(7-11)Online publication date: Oct-2011
https://doi.org/10.1109/NaBIC.2011.6089409
Zawbaa HEl-Bendary NHassanien AKim T(2011)Machine Learning-Based Soccer Video Summarization SystemMultimedia, Computer Graphics and Broadcasting10.1007/978-3-642-27186-1_3(19-28)Online publication date: 2011
https://doi.org/10.1007/978-3-642-27186-1_3
Alemán-Flores MAlvarez LHenríquez PMazorra L(2010)Morphological thick line center detectionProceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I10.1007/978-3-642-13772-3_8(71-80)Online publication date: 21-Jun-2010
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Eldib MZaid BZawbaa HEl-Zahar MEl-Saban M(2009)Soccer video summarization using enhanced logo detectionProceedings of the 16th IEEE international conference on Image processing10.5555/1819298.1819920(4289-4292)Online publication date: 7-Nov-2009
https://dl.acm.org/doi/10.5555/1819298.1819920
Eldib MZaid BZawbaa HEl-Zahar MEl-Saban M(2009)Soccer video summarization using enhanced logo detection2009 16th IEEE International Conference on Image Processing (ICIP)10.1109/ICIP.2009.5413649(4345-4348)Online publication date: Nov-2009
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Chen YLi WLin JJaleel ATang Z(2008)Data sharing analysis of emerging parallel media mining workloadsProceedings of the 15th international conference on High performance computing10.5555/1791889.1791903(87-96)Online publication date: 17-Dec-2008
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