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Fast Segmentation Method of Sonar Images for Jacket Installation Environment

Hande Mao1,2, Hongzhe Yan1, Lei Lin1, Wentao Dong1,3, Yuhang Li1, Yuliang Liu2,4,*, Jing Xue5

1 COOEC-Fluor Heavy Industries Co., Ltd., Zhuhai, 519000, China
2 Zhejiang Ocean University, Zhoushan, 316022, China
3 Saint Petersburg State Marine Technical University, Saint Petersburg, 190000, Russia
4 Wenzhou Institute of Technology, Wenzhou, 325035, China
5 Deakin University, Burwood, VIC 3125, 430070, Australia

* Corresponding Author: Yuliang Liu. Email: email

Intelligent Automation & Soft Computing 2023, 36(2), 1671-1686. https://doi.org/10.32604/iasc.2023.028819

Abstract

It has remained a hard nut for years to segment sonar images of jacket installation environment, most of which are noisy images with inevitable blur after noise reduction. For the purpose of solutions to this problem, a fast segmentation algorithm is proposed on the basis of the gray value characteristics of sonar images. This algorithm is endowed with the advantage in no need of segmentation thresholds. To realize this goal, we follow the undermentioned steps: first, calculate the gray matrix of the fuzzy image background. After adjusting the gray value, the image is divided into three regions: background region, buffer region and target regions. After filtering, we reset the pixels with gray value lower than 255 to binarize images and eliminate most artifacts. Finally, the remaining noise is removed by morphological processing. The simulation results of several sonar images show that the algorithm can segment the fuzzy sonar images quickly and effectively. Thus, the stable and feasible method is testified.

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APA Style
Mao, H., Yan, H., Lin, L., Dong, W., Li, Y. et al. (2023). Fast segmentation method of sonar images for jacket installation environment. Intelligent Automation & Soft Computing, 36(2), 1671-1686. https://doi.org/10.32604/iasc.2023.028819
Vancouver Style
Mao H, Yan H, Lin L, Dong W, Li Y, Liu Y, et al. Fast segmentation method of sonar images for jacket installation environment. Intell Automat Soft Comput . 2023;36(2):1671-1686 https://doi.org/10.32604/iasc.2023.028819
IEEE Style
H. Mao et al., "Fast Segmentation Method of Sonar Images for Jacket Installation Environment," Intell. Automat. Soft Comput. , vol. 36, no. 2, pp. 1671-1686. 2023. https://doi.org/10.32604/iasc.2023.028819



cc This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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