Snow avalanche detection and classification algorithm for GB-SAR imagery

被引:0
作者
Martinez-Vazquez, Alberto [1 ]
Fortuny-Guasch, Joaquim [1 ]
机构
[1] European Commiss, DG Joint Res Ctr, Inst Protect & Secur Citizens, Ispra, Italy
来源
IGARSS: 2007 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-12: SENSING AND UNDERSTANDING OUR PLANET | 2007年
关键词
snow avalanche; GB-SAR; interferometry; change detection;
D O I
暂无
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 an algorithm for the automatic detection and classification of snow avalanches using GB-SAR imagery. The algorithm has been validated extensively in two different test sites in Sion (CH) and Alagna (1), respectively. Results show an important reduction on the images to manually supervise and minimal false negative rate. The real-time availability of the location and extent of the avalanche events provided by this system has demonstrated to be of high interest to ski resort administrators, allowing a more efficient management of the resources available to prepare the tracks.
引用
收藏
页码:3740 / 3743
页数:4
相关论文
共 50 条
[31]   High-Quality Pixel Selection Applied for Natural Scenes in GB-SAR Interferometry [J].
Deng, Yunkai ;
Tian, Weiming ;
Xiao, Ting ;
Hu, Cheng ;
Yang, Hong .
REMOTE SENSING, 2021, 13 (09)
[32]   Implementation of a Ground Based Synthetic Aperture Radar (GB-SAR) for landslide monitoring: System description and preliminary results [J].
Florentino, Andre ;
Charapaqui, Saul ;
De La Jara, Cesar ;
Milla, Marco .
PROCEEDINGS OF THE 2016 IEEE XXIII INTERNATIONAL CONGRESS ON ELECTRONICS, ELECTRICAL ENGINEERING AND COMPUTING (INTERCON), 2016,
[33]   基于GB-SAR的建筑物微变形测量研究 [J].
周校 ;
王鹏 ;
邢诚 .
测绘地理信息, 2012, 37 (05) :40-43
[34]   基于GB-SAR的汾河水库大坝安全监测 [J].
边利心 .
水利技术监督, 2024, (11) :23-25+192
[35]   Precise Control of Antenna Position in Arc-Rail Based GB-SAR System [J].
Kim, Kwang-Eun ;
Cho, Seong-Jun ;
Sung, Nak-Hoon ;
Lee, Jae-Hee ;
Kang, Moon-Kyung .
KOREAN JOURNAL OF REMOTE SENSING, 2011, 27 (01) :25-31
[36]   复杂观测环境下GB-SAR的气象扰动分析及改正 [J].
周校 ;
李长君 ;
王吉军 ;
李振明 .
测绘科学, 2020, 45 (02) :79-84
[37]   GB-SAR geocoding considering the radar attitude inclination angles for building facade deformation extraction [J].
Wang, Peng ;
Ge, Licheng ;
Zhang, Bin ;
Shi, Bo ;
Duan, Hang ;
Ke, Chuanfang .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2024, 45 (22) :8455-8470
[38]   A PS processing framework for long-term and real-time GB-SAR monitoring [J].
Hu, Cheng ;
Deng, Yunkai ;
Tian, Weiming ;
Wang, Jingyang .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 40 (16) :6298-6314
[39]   A SAR Change Detection Algorithm with Classification-embedded Subspace [J].
Huang, Xiaoxiao ;
Wu, Jie ;
Ma, Miao .
2018 FIFTH INTERNATIONAL WORKSHOP ON EARTH OBSERVATION AND REMOTE SENSING APPLICATIONS (EORSA), 2018, :453-457
[40]   A real-time processing method for GB-SAR monitoring data by using the dynamic Kalman filter based on the PS network [J].
Xiang, Xia ;
Chen, Chen ;
Wang, Hui ;
Lu, Heng ;
Zhang, Han ;
Chen, Jiankang .
LANDSLIDES, 2023, 20 (08) :1639-1655