Coastline detection by a Markovian segmentation on SAR images

被引：66

作者：

Descombes, X ^{[1
]}

Moctezuma, M ^{[1
]}

Maitre, H ^{[1
]}

Rudant, JP ^{[1
]}

机构：

[1] ECOLE NATL SUPER TELECOMMUN BRETAGNE,DEPT IMAGES,F-75634 PARIS 13,FRANCE

来源：

SIGNAL PROCESSING | 1996年 / 55卷 / 01期

关键词：

SAR images segmentation; hierarchical approach; holes topology;

D O I：

10.1016/S0165-1684(96)00125-9

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper presents a new method for extracting coastline in SAR images. It proposes a hierarchical approach using two Markov Random Fields (MRFs). At coarse resolution an MRF on a holes topology reduces the drawbacks affecting classical approaches (i.e., over-segmentations). The initial segmentation is then projected onto the full resolution image and a second classification is achieved using an ising model. Applications on ERS-1 SAR images demonstrate the performance of the method.

引用

页码：123 / 132

页数：10

共 50 条

[1] Review of Segmentation Methods for Coastline Detection in SAR Images
Ciecholewski, Marcin
[J]. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2024, 31 (02) : 839 - 869
[2] A waterfall segmentation algorithm for coastline detection in SAR images
Soares, Fernando
Nico, Giovanni
[J]. IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING XVI, 2010, 7830
[3] Review of Segmentation Methods for Coastline Detection in SAR Images
Marcin Ciecholewski
[J]. Archives of Computational Methods in Engineering, 2024, 31 : 839 - 869
[4] Coastline detection in SAR images using discriminant cuts segmentation
Ding, Xianwen
Zou, Xiaolin
Yu, Tan
[J]. 6TH DIGITAL EARTH SUMMIT, 2016, 46
[5] Correction: Review of Segmentation Methods for Coastline Detection in SAR Images
Marcin Ciecholewski
[J]. Archives of Computational Methods in Engineering, 2023, 30 : 5107 - 5107
[6] COASTLINE DETECTION IN SAR IMAGES USING MULTISCALE NORMALIZED CUT SEGMENTATION
Ding, Xianwen
Li, Xiaofeng
[J]. 2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014,
[7] Coastline Detection in SAR Images Using a Hierarchical Level Set Segmentation
Liu, Chun
Yang, Jian
Yin, Junjun
An, Wentao
[J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 9 (11) : 4908 - 4920
[8] COASTLINE DETECTION AND TRACING IN SAR IMAGES
LEE, JS
[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1990, 28 (04): : 662 - 668
[9] AN ALGORITHM FOR COASTLINE DETECTION USING SAR IMAGES
Acar, U.
Bayram, B.
Sanli, F. Balik
Abdikan, S.
Sunar, F.
Cetin, H. I.
[J]. XXII ISPRS CONGRESS, TECHNICAL COMMISSION III, 2012, 39-B3 : 457 - 460
[10] Coastline Detection with Time Series of SAR Images
Ao, Dongyang
Dumitru, Octavian
Schwarz, Gottfried
Datcu, Mihai
[J]. REMOTE SENSING OF THE OCEAN, SEA ICE, COASTAL WATERS, AND LARGE WATER REGIONS 2017, 2017, 10422

← 1 2 3 4 5 →