Proceedings of the First International Conference on Information Sciences, Machinery, Materials and Energy

An exposure guided background subtraction for smart camera

Authors
Tianyi Chen, Xiaoxu Zheng, Bin Wang, Wen Gai, Maojun Zhang
Corresponding Author
Tianyi Chen
Available Online July 2015.
DOI
10.2991/icismme-15.2015.180How to use a DOI?
Keywords
smart camera; background subtraction; auto-exposure; visual surveillance.
Abstract

An exposure guided background subtraction (EGBS) model is proposed for smart cameras to handle illumination change due to auto-exposure in visual surveillance. To reduce false foreground pixels caused by auto-exposure, EGBS compensates background illumination directly utilizing the information generated by auto-exposure module without extra illumination change estimation. Hence, it is very preferable for smart camera without any extra hardware resources. Experimental results indicate the proposed model efficiently reduces false foreground pixels caused by auto-exposure.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the First International Conference on Information Sciences, Machinery, Materials and Energy
Series
Advances in Intelligent Systems Research
Publication Date
July 2015
ISBN
10.2991/icismme-15.2015.180
ISSN
1951-6851
DOI
10.2991/icismme-15.2015.180How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Tianyi Chen
AU  - Xiaoxu Zheng
AU  - Bin Wang
AU  - Wen Gai
AU  - Maojun Zhang
PY  - 2015/07
DA  - 2015/07
TI  - An exposure guided background subtraction for smart camera
BT  - Proceedings of the First International Conference on Information Sciences, Machinery, Materials and Energy
PB  - Atlantis Press
SP  - 858
EP  - 861
SN  - 1951-6851
UR  - https://doi.org/10.2991/icismme-15.2015.180
DO  - 10.2991/icismme-15.2015.180
ID  - Chen2015/07
ER  -