Road Extraction in SAR Iimage Based on the Image Dynamics and Watershed Transformation

Guangting Li, Xin Zhang, Shikang Nie, Yibo Chen, Chenchen Lin, Yifeng He
{"title":"Road Extraction in SAR Iimage Based on the Image Dynamics and Watershed Transformation","authors":"Guangting Li, Xin Zhang, Shikang Nie, Yibo Chen, Chenchen Lin, Yifeng He","doi":"10.1109/icisfall51598.2021.9627474","DOIUrl":null,"url":null,"abstract":"In this paper, basing on the region character presented by the width of the road in SAR image, a new road extraction frame, combing the image dynamics with watershed transformation, is constructed. Firstly, the image dynamics calculation is researched, and a fast calculation of ridge dynamics, which is performed by uniting the one dimension dynamics of different directions, is proposed. Then, the ridge dynamics is used to extract the road seeds. Finally, the regions, which belong to the results of watershed transformation and contain the road seeds, are merged for road extraction. Both the bright lines and the dark lines in SAR images are extracted and constitute the comparatively integrated road net, which illustrates the effectiveness of the proposed method.","PeriodicalId":240142,"journal":{"name":"2021 IEEE/ACIS 20th International Fall Conference on Computer and Information Science (ICIS Fall)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE/ACIS 20th International Fall Conference on Computer and Information Science (ICIS Fall)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/icisfall51598.2021.9627474","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

In this paper, basing on the region character presented by the width of the road in SAR image, a new road extraction frame, combing the image dynamics with watershed transformation, is constructed. Firstly, the image dynamics calculation is researched, and a fast calculation of ridge dynamics, which is performed by uniting the one dimension dynamics of different directions, is proposed. Then, the ridge dynamics is used to extract the road seeds. Finally, the regions, which belong to the results of watershed transformation and contain the road seeds, are merged for road extraction. Both the bright lines and the dark lines in SAR images are extracted and constitute the comparatively integrated road net, which illustrates the effectiveness of the proposed method.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于图像动力学和分水岭变换的SAR图像道路提取
本文基于SAR图像中道路宽度所呈现的区域特征,将图像动力学与分水岭变换相结合,构建了一种新的道路提取框架。首先,对图像动力学计算进行了研究,提出了一种将不同方向的一维动力学统一起来的山脊动力学快速计算方法。然后,利用山脊动力学提取道路种子。最后,将属于流域转化结果且包含道路种子的区域合并,进行道路提取。将SAR图像中的明线和暗线都提取出来,构成相对完整的道路网,说明了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
A Music Playback Control System Based on Facial Expression Recognition Experiences in Developing and Testing BBC Micro: bit Games in a K-12 Coding Club during the COVID-19 Pandemic A Void-Avoidable and Reliability-Based Opportunistic Energy Efficiency Routing for Mobile Sparse Underwater Acoustic Sensor Network A Survey of GPGPU Parallel Processing Architecture Performance Optimization The COVID-19 Question Answering System Based on Knowledge Graph
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1