Proceedings of the 2018 6th International Conference on Machinery, Materials and Computing Technology (ICMMCT 2018)

Real-time Image Haze Removal Method for Fire Scene Images

Authors
Rui Xue, Ming Zhong, Enxuan Zhang, Shasha Zhao, Dengyin Zhang
Corresponding Author
Rui Xue
Available Online June 2018.
DOI
https://doi.org/10.2991/icmmct-18.2018.2How to use a DOI?
Keywords
real time image haze removal, dark channel priori, guided filtering, histogram equalization
Abstract
A large amount of haze in the fire scene greatly affects the survey on the scene for fire fighters. The intelligent fire control can greatly improve the fire rescue efficiency and reduce the casualty rate. In this paper, an algorithm based on the hardware conditions of the intelligent fire helmet platform is proposed, which improves dark channel prior. Filtering partition and sampling are respectively used to quickly and accurately evaluate and repair the transmittance with a guided filter. Replacing the maximum value with an average one, the global atmospheric light is more efficiently and accurately estimated. The histogram equalization algorithm was finally carried out. The dehazing image contrast can be effectively improved using the histogram equalization algorithm. As a result, real-time and rapid fire scene image haze removal can be obtained at the same time, which will effectively help firefighters to spray treatment and finish on-site survey.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
2018 6th International Conference on Machinery, Materials and Computing Technology (ICMMCT 2018)
Part of series
Advances in Engineering Research
Publication Date
June 2018
ISBN
978-94-6252-531-3
ISSN
2352-5401
DOI
https://doi.org/10.2991/icmmct-18.2018.2How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Rui Xue
AU  - Ming Zhong
AU  - Enxuan Zhang
AU  - Shasha Zhao
AU  - Dengyin Zhang
PY  - 2018/06
DA  - 2018/06
TI  - Real-time Image Haze Removal Method for Fire Scene Images
BT  - 2018 6th International Conference on Machinery, Materials and Computing Technology (ICMMCT 2018)
PB  - Atlantis Press
SP  - 7
EP  - 14
SN  - 2352-5401
UR  - https://doi.org/10.2991/icmmct-18.2018.2
DO  - https://doi.org/10.2991/icmmct-18.2018.2
ID  - Xue2018/06
ER  -