River detection in high-resolution SAR data using the Frangi filter and shearlet features

doi:10.1080/2150704x.2019.1635286

CIOMP OpenIR

	River detection in high-resolution SAR data using the Frangi filter and shearlet features
	Y.H.Liu; L.B.Peng; S.Q.Huang; X.Y.Wang; Y.Q.Wang; Z.M.Peng
	2019
发表期刊	Remote Sensing Letters
ISSN	2150-704X
卷号	10 期号:10 页码:949-958
摘要	River extraction plays an important role in several applications such as monitoring and navigation, and synthetic aperture radar (SAR) is one of the major sensors of remote sensing. This paper proposes an algorithm to detect a river from high-resolution SAR images mainly based on the Frangi filter and shearlet features with the help of an active contour model (ACM). The Frangi filter is firstly applied to enhance the river and then the shearlet features are computed by the shearlet transform. A rule of feature selection is then proposed to acquire the corresponding features of the river. Finally, binarization and an active contour model are implemented to extract the river. The approach is tested on SAR images and the experimental results demonstrate that the proposed method is effective.
关键词	extraction,Remote Sensing,Imaging Science & Photographic Technology
DOI	10.1080/2150704x.2019.1635286
收录类别	SCI ; EI
语种	英语
引用统计
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/63169
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	Y.H.Liu,L.B.Peng,S.Q.Huang,et al. River detection in high-resolution SAR data using the Frangi filter and shearlet features[J]. Remote Sensing Letters,2019,10(10):949-958.
APA	Y.H.Liu,L.B.Peng,S.Q.Huang,X.Y.Wang,Y.Q.Wang,&Z.M.Peng.(2019).River detection in high-resolution SAR data using the Frangi filter and shearlet features.Remote Sensing Letters,10(10),949-958.
MLA	Y.H.Liu,et al."River detection in high-resolution SAR data using the Frangi filter and shearlet features".Remote Sensing Letters 10.10(2019):949-958.

条目包含的文件		下载所有文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
River detection in h（1958KB）	期刊论文	出版稿	开放获取	CC BY-NC-SA	浏览下载