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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: Noor Asma Husain, Mohd Shafry Mohd Rahim, Sarudin Kari, Abdullah Bade, Huma Chaudhry
Format: Article
Language:English
English
Published: 2021 Little Lion Scientific 2021
Subjects:
QK1-989 Botany
Online Access:https://eprints.ums.edu.my/id/eprint/31709/1/The%20dynamic%20transmission%20map%20for%20dehazing%20method%20in%20single%20image%20with%20tropical%20atmospheric%20condition.pdf
https://eprints.ums.edu.my/id/eprint/31709/2/The%20dynamic%20transmission%20map%20for%20dehazing%20method%20in%20single%20image%20with%20tropical%20atmospheric%20condition1.pdf
https://eprints.ums.edu.my/id/eprint/31709/
http://www.jatit.org/volumes/Vol99No3/15Vol99No3.pdf
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spelling my.ums.eprints.317092022-02-25T21:33:28Z https://eprints.ums.edu.my/id/eprint/31709/ The dynamic transmission map for dehazing method in single image with tropical atmospheric condition Noor Asma Husain Mohd Shafry Mohd Rahim Sarudin Kari Abdullah Bade Huma Chaudhry QK1-989 Botany 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. 2021 Little Lion Scientific 2021 Article PeerReviewed text en https://eprints.ums.edu.my/id/eprint/31709/1/The%20dynamic%20transmission%20map%20for%20dehazing%20method%20in%20single%20image%20with%20tropical%20atmospheric%20condition.pdf text en https://eprints.ums.edu.my/id/eprint/31709/2/The%20dynamic%20transmission%20map%20for%20dehazing%20method%20in%20single%20image%20with%20tropical%20atmospheric%20condition1.pdf Noor Asma Husain and Mohd Shafry Mohd Rahim and Sarudin Kari and Abdullah Bade and Huma Chaudhry (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 Malaysia Sabah
building UMS Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sabah
content_source UMS Institutional Repository
url_provider http://eprints.ums.edu.my/
language English
English
topic QK1-989 Botany
spellingShingle QK1-989 Botany
Noor Asma Husain
Mohd Shafry Mohd Rahim
Sarudin Kari
Abdullah Bade
Huma Chaudhry
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 Noor Asma Husain
Mohd Shafry Mohd Rahim
Sarudin Kari
Abdullah Bade
Huma Chaudhry
author_facet Noor Asma Husain
Mohd Shafry Mohd Rahim
Sarudin Kari
Abdullah Bade
Huma Chaudhry
author_sort Noor Asma Husain
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 2021 Little Lion Scientific
publishDate 2021
url https://eprints.ums.edu.my/id/eprint/31709/1/The%20dynamic%20transmission%20map%20for%20dehazing%20method%20in%20single%20image%20with%20tropical%20atmospheric%20condition.pdf
https://eprints.ums.edu.my/id/eprint/31709/2/The%20dynamic%20transmission%20map%20for%20dehazing%20method%20in%20single%20image%20with%20tropical%20atmospheric%20condition1.pdf
https://eprints.ums.edu.my/id/eprint/31709/
http://www.jatit.org/volumes/Vol99No3/15Vol99No3.pdf
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score 13.211869

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