Arid
A SEMI AUTOMATIC OFF-ROADS AND TRAILS EXTRACTION METHOD FROM SENTINEL-1 DATA
Abdelfattah, Riadh1,2; Chokmani, Karem3
通讯作者Abdelfattah, Riadh
会议名称IEEE International Geoscience & Remote Sensing Symposium
会议日期JUL 23-28, 2017
会议地点Fort Worth, TX
英文摘要

In this paper we propose a semi-automatic off-roads and trails extraction method using synthetic aperture radar (SAR) data from Sentinel-1 satellite. In fact, these categories of rural and desert roads, very solicited on the Tunisian borders by smugglers, are often changing and need more close monitoring. Thus, we propose here to take benefit from free SAR Sentinel-1 data with high resolution and repetitive coverage. Taking into account the particularities of these roads, having curvilinear features, and those of the data, degraded with granular noise that inherently exists in SAR, we propose a more general approach based on anisotropic diffusion and dynamic snakes adapted to the case of off-roads and trails. Application of the developed approach to the Sentinel 1 SAR data acquired over the Tunisian frontier lead to the extraction of the appropriate road edges.


英文关键词Sentinel 1 SAR data off-roads and trails extraction dynamic snakes anisotropic diffusion
来源出版物2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)
ISSN2153-6996
出版年2017
页码3728-3731
EISBN978-1-5090-4951-6
出版者IEEE
类型Proceedings Paper
语种英语
国家Tunisia;France;Canada
收录类别CPCI-S
WOS记录号WOS:000426954603204
WOS类目Geosciences, Multidisciplinary ; Remote Sensing
WOS研究方向Geology ; Remote Sensing
资源类型会议论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/306773
作者单位1.Univ Carthage, Higher Sch Commun Tunis, COSIM Lab, Tunis, Tunisia;
2.Telecom Inst France, Telecom Bretagne, ITI Dept, Paris, France;
3.Natl Inst Sci Res Cent Water Earth & Environm, Quebec City, PQ, Canada
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Abdelfattah, Riadh,Chokmani, Karem. A SEMI AUTOMATIC OFF-ROADS AND TRAILS EXTRACTION METHOD FROM SENTINEL-1 DATA[C]:IEEE,2017:3728-3731.
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