An eXtended Center-Symmetric Local Binary Pattern for Background Modeling and Subtraction in Videos

Caroline Silva; Thierry Bouwmans; Carl Frélicot

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Paper

An eXtended Center-Symmetric Local Binary Pattern for Background Modeling and Subtraction in Videos

Topics: Features Extraction; Object Detection and Localization; Video Surveillance and Event Detection

In Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, 395-402, 2015 , Berlin, Germany

Authors: Caroline Silva ; Thierry Bouwmans and Carl Frélicot

Affiliation: Université de La Rochelle, France

Keyword(s): Local Binary Patterns, Background Modeling, Background Subtraction.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Features Extraction ; Image and Video Analysis ; Motion, Tracking and Stereo Vision ; Video Surveillance and Event Detection

Abstract: In this paper, we propose an eXtended Center-Symmetric Local Binary Pattern (XCS-LBP) descriptor for background modeling and subtraction in videos. By combining the strengths of the original LBP and the similar CS ones, it appears to be robust to illumination changes and noise, and produces short histograms, too. The experiments conducted on both synthetic and real videos (from the Background Models Challenge) of outdoor urban scenes under various conditions show that the proposed XCS-LBP outperforms its direct competitors for the background subtraction task.

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Paper citation in several formats:

Silva, C.; Bouwmans, T. and Frélicot, C. (2015). An eXtended Center-Symmetric Local Binary Pattern for Background Modeling and Subtraction in Videos. In Proceedings of the 10th International Conference on Computer Vision Theory and Applications (VISIGRAPP 2015) - Volume 2: VISAPP; ISBN 978-989-758-089-5; ISSN 2184-4321, SciTePress, pages 395-402. DOI: 10.5220/0005266303950402

@conference{visapp15,
author={Caroline Silva. and Thierry Bouwmans. and Carl Frélicot.},
title={An eXtended Center-Symmetric Local Binary Pattern for Background Modeling and Subtraction in Videos},
booktitle={Proceedings of the 10th International Conference on Computer Vision Theory and Applications (VISIGRAPP 2015) - Volume 2: VISAPP},
year={2015},
pages={395-402},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005266303950402},
isbn={978-989-758-089-5},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 10th International Conference on Computer Vision Theory and Applications (VISIGRAPP 2015) - Volume 2: VISAPP
TI - An eXtended Center-Symmetric Local Binary Pattern for Background Modeling and Subtraction in Videos
SN - 978-989-758-089-5
IS - 2184-4321
AU - Silva, C.
AU - Bouwmans, T.
AU - Frélicot, C.
PY - 2015
SP - 395
EP - 402
DO - 10.5220/0005266303950402
PB - SciTePress