Staff View: The dynamic transmission map for dehazing method in single image with tropical atmospheric condition

The dynamic transmission map for dehazing method in single image with tropical atmospheric condition

Normally, outdoor images are degraded by light scattering and absorption from the atmosphere's dust, mist, haze, and smoke. These affect the image captured and cause poor visibility, dimmed luminosity, low contrast, and colour distortion. Therefore, it is crucial to restoring images captured, e...

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Main Authors:	Husain, N. A., Mohd. Rahim, N. S., Kari, S., Bade, A., Chaudhry, H.
Format:	Article
Published:	Little Lion Scientific 2021
Subjects:	T Technology (General)
Online Access:	http://eprints.utm.my/id/eprint/94041/ http://www.jatit.org/volumes/Vol99No3/15Vol99No3.pdf
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id	my.utm.94041
record_format	eprints
spelling	my.utm.940412022-02-28T13:17:02Z http://eprints.utm.my/id/eprint/94041/ The dynamic transmission map for dehazing method in single image with tropical atmospheric condition Husain, N. A. Mohd. Rahim, N. S. Kari, S. Bade, A. Chaudhry, H. T Technology (General) Normally, outdoor images are degraded by light scattering and absorption from the atmosphere's dust, mist, haze, and smoke. These affect the image captured and cause poor visibility, dimmed luminosity, low contrast, and colour distortion. Therefore, it is crucial to restoring images captured, especially in haze conditions called image dehazing. The crucial aim of image dehazing is to improve the details on visibility, edge, and texture and retain the structure and colours of the image without data loss. Most algorithmic methods, considering the large number of algorithms suggested for single image dehazing, introduce dehazing at a certain haze level. There is a lack of a dehazing algorithm focused on the visibility range to overcome several haze levels. This paper proposes an improvement of the dehazing algorithm based on the meteorological visibility range with a dynamic transmission map to fix this problem This algorithm focuses on removing haze at different levels based on the determination of the visibility range, which is different from most existing dehazing algorithms. The dehazing algorithm emphasizes this proposed method contribute to better image quality than the existing state-of-the-art dehazing process. Little Lion Scientific 2021-02 Article PeerReviewed Husain, N. A. and Mohd. Rahim, N. S. and Kari, S. and Bade, A. and Chaudhry, H. (2021) The dynamic transmission map for dehazing method in single image with tropical atmospheric condition. Journal of Theoretical and Applied Information Technology, 99 (3). pp. 717-727. ISSN 1992-8645 http://www.jatit.org/volumes/Vol99No3/15Vol99No3.pdf
institution	Universiti Teknologi Malaysia
building	UTM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Malaysia
content_source	UTM Institutional Repository
url_provider	http://eprints.utm.my/
topic	T Technology (General)
spellingShingle	T Technology (General) Husain, N. A. Mohd. Rahim, N. S. Kari, S. Bade, A. Chaudhry, H. The dynamic transmission map for dehazing method in single image with tropical atmospheric condition
description	Normally, outdoor images are degraded by light scattering and absorption from the atmosphere's dust, mist, haze, and smoke. These affect the image captured and cause poor visibility, dimmed luminosity, low contrast, and colour distortion. Therefore, it is crucial to restoring images captured, especially in haze conditions called image dehazing. The crucial aim of image dehazing is to improve the details on visibility, edge, and texture and retain the structure and colours of the image without data loss. Most algorithmic methods, considering the large number of algorithms suggested for single image dehazing, introduce dehazing at a certain haze level. There is a lack of a dehazing algorithm focused on the visibility range to overcome several haze levels. This paper proposes an improvement of the dehazing algorithm based on the meteorological visibility range with a dynamic transmission map to fix this problem This algorithm focuses on removing haze at different levels based on the determination of the visibility range, which is different from most existing dehazing algorithms. The dehazing algorithm emphasizes this proposed method contribute to better image quality than the existing state-of-the-art dehazing process.
format	Article
author	Husain, N. A. Mohd. Rahim, N. S. Kari, S. Bade, A. Chaudhry, H.
author_facet	Husain, N. A. Mohd. Rahim, N. S. Kari, S. Bade, A. Chaudhry, H.
author_sort	Husain, N. A.
title	The dynamic transmission map for dehazing method in single image with tropical atmospheric condition
title_short	The dynamic transmission map for dehazing method in single image with tropical atmospheric condition
title_full	The dynamic transmission map for dehazing method in single image with tropical atmospheric condition
title_fullStr	The dynamic transmission map for dehazing method in single image with tropical atmospheric condition
title_full_unstemmed	The dynamic transmission map for dehazing method in single image with tropical atmospheric condition
title_sort	dynamic transmission map for dehazing method in single image with tropical atmospheric condition
publisher	Little Lion Scientific
publishDate	2021
url	http://eprints.utm.my/id/eprint/94041/ http://www.jatit.org/volumes/Vol99No3/15Vol99No3.pdf
_version_	1726791472221519872
score	13.211869

The dynamic transmission map for dehazing method in single image with tropical atmospheric condition

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