AI Chat Paper
Note: Please note that the following content is generated by AMiner AI. SciOpen does not take any responsibility related to this content.
{{lang === 'zh_CN' ? '文章概述' : 'Summary'}}
{{lang === 'en_US' ? '中' : 'Eng'}}
Chat more with AI
Powered by AMiner. Clicking this button will take you away from SciOpen.
Home Chinese Journal of Ship Research Article
PDF (1.5 MB)
Cite
EndNote(RIS) BibTeX
Collect
Submit Manuscript AI Chat Paper
Show Outline
Outline
Show full outline
Hide outline
Outline
Show full outline
Hide outline
Publishing Language: Chinese

Method of recognizing ice circumferential crack size based on YOLACT

Li ZHOU1, Jinyan CAI2, Shifeng DING2( ), Renwei LIU2, Dinghan ZENG2
School of Naval Architecture, Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
School of Naval Architecture and Ocean Engineering, Jiangsu University of Science and Technology, Zhenjiang 212100, China
Show Author Information

Abstract

Objective

When using the circumference crack method to calculate the ice load, the size of the circumference crack is usually determined by an empirical formula, but this can introduce many uncertainties to the selection of input parameters.

Methods

To accurately determine the size of circumference cracks, we propose a method of recognizing ice circumference crack size based on YOLACT, which can identify ice in images taken with ships. We then detect the edge of the mask and obtain the shape of the ice cracks, and the ice breaking radius and angle can be estimated by fitting the cracks.

Results

The results show that the accuracy of the ice breaking radius and angle estimated by the proposed method can reach up to 96.12% and 96.58% respectively.

Conclusion

This method can accurately determine the size of circumference cracks and assist in the initial design of marine structures in cold regions.

Keywords

circumference crack sizeinstance segmentationsea ice image processingarc fitting
CLC number: U666.157 Document code: A

References

【1】
【1】
 
 
Crossref Google Scholar
Chinese Journal of Ship Research
Volume 18 Issue 6,
December 2023
Pages 150-157
DOI: 10.19693/j.issn.1673-3185.03024

{{item.num}}

Comments on this article

Go to comment

< Back to all reports

Review Status: {{reviewData.commendedNum}} Commended , {{reviewData.revisionRequiredNum}} Revision Required , {{reviewData.notCommendedNum}} Not Commended Under Peer Review

Review Comment

Cite this Report
Close
Close
Cite this article:
ZHOU L, CAI J, DING S, et al. Method of recognizing ice circumferential crack size based on YOLACT. Chinese Journal of Ship Research, 2023, 18(6): 150-157. https://doi.org/10.19693/j.issn.1673-3185.03024

535

Views

5

Downloads

0

Crossref

0

Scopus

1

CSCD
Received: 31 July 2022
Revised: 06 September 2022
Published: 04 December 2023
© 2023 Chinese Journal of Ship Research.