Deep underwater image enhancement through integration of red color correction based on blue color channel and global contrast stretching

Deep underwater images experience some complicated problems, such as low contrast and blue-green illumination effect due to light attenuation in water medium. These problems reduce the extraction rate of valuable infor-mation from the image. This paper proposes a new method of enhancing un-derwater...

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Main Authors:	Kamil Zakwan, Mohd Azmi, Ahmad Shahrizan, Abdul Ghani, Zulkifli, Md. Yusof, Zuwairie, Ibrahim
Format:	Book Section
Language:	English English
Published:	Springer Singapore 2018
Subjects:	Q Science (General) S Agriculture (General) TC Hydraulic engineering. Ocean engineering TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/22418/ http://umpir.ump.edu.my/id/eprint/22418/ http://umpir.ump.edu.my/id/eprint/22418/ http://umpir.ump.edu.my/id/eprint/22418/1/26.%20Deep%20underwater%20image%20enhancement%20through%20integration%20of%20red%20color%20correction.pdf http://umpir.ump.edu.my/id/eprint/22418/2/26.1%20Deep%20underwater%20image%20enhancement%20through%20integration%20of%20red%20color%20correction.pdf

id	ump-22418
recordtype	eprints
spelling	ump-224182019-05-17T02:58:54Z http://umpir.ump.edu.my/id/eprint/22418/ Deep underwater image enhancement through integration of red color correction based on blue color channel and global contrast stretching Kamil Zakwan, Mohd Azmi Ahmad Shahrizan, Abdul Ghani Zulkifli, Md. Yusof Zuwairie, Ibrahim Q Science (General) S Agriculture (General) TC Hydraulic engineering. Ocean engineering TK Electrical engineering. Electronics Nuclear engineering Deep underwater images experience some complicated problems, such as low contrast and blue-green illumination effect due to light attenuation in water medium. These problems reduce the extraction rate of valuable infor-mation from the image. This paper proposes a new method of enhancing un-derwater image. The proposed method consists of two major steps. The first step is explicitly designed to minimize the effect of blue-green illumination. This technique operates by correcting the red color channel by taking into ac-count the differences between the red color with blue color in term of total pixel value. The more significant the difference of total pixel value between these colors, the higher the pixel value will be added to improve the red color and vice versa. Then, the overall image contrast is improved through global contrast stretching technique that is applied to all color channels. Qualitative and quanti-tative evaluations prove the effectiveness of the proposed method. Springer Singapore 2018-09-26 Book Section PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/22418/1/26.%20Deep%20underwater%20image%20enhancement%20through%20integration%20of%20red%20color%20correction.pdf pdf en http://umpir.ump.edu.my/id/eprint/22418/2/26.1%20Deep%20underwater%20image%20enhancement%20through%20integration%20of%20red%20color%20correction.pdf Kamil Zakwan, Mohd Azmi and Ahmad Shahrizan, Abdul Ghani and Zulkifli, Md. Yusof and Zuwairie, Ibrahim (2018) Deep underwater image enhancement through integration of red color correction based on blue color channel and global contrast stretching. In: Proceedings of the 10th National Technical Seminar on Underwater System Technology 2018. Lecture Notes in Electrical Engineering, 538 (9). Springer Singapore, Singapore, pp. 35-44. ISBN 978-981-13-3708-6 https://link.springer.com/chapter/10.1007/978-981-13-3708-6_4 DOI: https://doi.org/10.1007/978-981-13-3708-6_4
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	Q Science (General) S Agriculture (General) TC Hydraulic engineering. Ocean engineering TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	Q Science (General) S Agriculture (General) TC Hydraulic engineering. Ocean engineering TK Electrical engineering. Electronics Nuclear engineering Kamil Zakwan, Mohd Azmi Ahmad Shahrizan, Abdul Ghani Zulkifli, Md. Yusof Zuwairie, Ibrahim Deep underwater image enhancement through integration of red color correction based on blue color channel and global contrast stretching
description	Deep underwater images experience some complicated problems, such as low contrast and blue-green illumination effect due to light attenuation in water medium. These problems reduce the extraction rate of valuable infor-mation from the image. This paper proposes a new method of enhancing un-derwater image. The proposed method consists of two major steps. The first step is explicitly designed to minimize the effect of blue-green illumination. This technique operates by correcting the red color channel by taking into ac-count the differences between the red color with blue color in term of total pixel value. The more significant the difference of total pixel value between these colors, the higher the pixel value will be added to improve the red color and vice versa. Then, the overall image contrast is improved through global contrast stretching technique that is applied to all color channels. Qualitative and quanti-tative evaluations prove the effectiveness of the proposed method.
format	Book Section
author	Kamil Zakwan, Mohd Azmi Ahmad Shahrizan, Abdul Ghani Zulkifli, Md. Yusof Zuwairie, Ibrahim
author_facet	Kamil Zakwan, Mohd Azmi Ahmad Shahrizan, Abdul Ghani Zulkifli, Md. Yusof Zuwairie, Ibrahim
author_sort	Kamil Zakwan, Mohd Azmi
title	Deep underwater image enhancement through integration of red color correction based on blue color channel and global contrast stretching
title_short	Deep underwater image enhancement through integration of red color correction based on blue color channel and global contrast stretching
title_full	Deep underwater image enhancement through integration of red color correction based on blue color channel and global contrast stretching
title_fullStr	Deep underwater image enhancement through integration of red color correction based on blue color channel and global contrast stretching
title_full_unstemmed	Deep underwater image enhancement through integration of red color correction based on blue color channel and global contrast stretching
title_sort	deep underwater image enhancement through integration of red color correction based on blue color channel and global contrast stretching
publisher	Springer Singapore
publishDate	2018
url	http://umpir.ump.edu.my/id/eprint/22418/ http://umpir.ump.edu.my/id/eprint/22418/ http://umpir.ump.edu.my/id/eprint/22418/ http://umpir.ump.edu.my/id/eprint/22418/1/26.%20Deep%20underwater%20image%20enhancement%20through%20integration%20of%20red%20color%20correction.pdf http://umpir.ump.edu.my/id/eprint/22418/2/26.1%20Deep%20underwater%20image%20enhancement%20through%20integration%20of%20red%20color%20correction.pdf
first_indexed	2023-09-18T22:33:21Z
last_indexed	2023-09-18T22:33:21Z
_version_	1777416433261608960

Deep underwater image enhancement through integration of red color correction based on blue color channel and global contrast stretching

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