A Deep Learning Approach for Change Points Detection in InSAR Time Series
Author:
Affiliation:
1. Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
2. TRE ALTAMIRA s.r.l., Milan, Italy
Funder
European Space Agency
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Earth and Planetary Sciences,Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/36/9633014/09733223.pdf?arnumber=9733223
Reference34 articles.
1. Continuous, semi-automatic monitoring of ground deformation using Sentinel-1 satellites
2. Adam: A method for stochastic optimization;kingma;arXiv 1412 6980,2014
3. Framewise phoneme classification with bidirectional LSTM and other neural network architectures
4. Bidirectional recurrent neural networks
5. Small baseline InSAR time series analysis: Unwrapping error correction and noise reduction
Cited by 23 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Advancing horizons in remote sensing: a comprehensive survey of deep learning models and applications in image classification and beyond;Neural Computing and Applications;2024-08-02
2. Cross-temporal and spatial information fusion for multi-task building change detection using multi-temporal optical imagery;International Journal of Applied Earth Observation and Geoinformation;2024-08
3. Comprehensive analysis of change-point dynamics detection in time series data: A review;Expert Systems with Applications;2024-08
4. TADGAN-Based Anomaly Detection for PS-InSAR Deformation;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07
5. C-LSTM for MT-InSAR Ground Deformation Prediction;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3