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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TU2.MM-1.5

JOINT PHASE UNWRAPPING AND SPECKLE FILTERING BY USING CONVOLUTIONAL NEURAL NETWORKS

Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi, Sergio Vitale, Università degli Studi di Napoli Parthenope, Italy; Mengdao Xing, Xidian University, China; Hanwen Yu, University of Electronic Science and Technology of China, China; Lifan Zhou, Changshu Institute of Technology, China
Session:
SAR Interferometry: Methods and Applications I
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Tue, 13 Jul, 11:20-11:25 (UTC)
Tue, 13 Jul, 13:20-13:25 Central Europe Summer Time (UTC +2)
Tue, 13 Jul, 19:20-19:25 China Standard Time (UTC +8)
Tue, 13 Jul, 07:20-07:25 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Homa Ansari, German Aerospace Center (DLR) and Gilda Schirinzi, Università degli Studi di Napoli Parthenope
Session Manager:
Matthieu Gallet
Presentation
Discussion
Resources
Session TU2.MM-1
TU2.MM-1.1: DELINEATING RELIABLE GROUND CONTROL POINTS IN SBAS-INSAR ANALYSIS WITH PHASE DERIVATIVE VARIANCE
Yan Yan, University of Electronic Science and Technology of China, China; Yong Wang, East Carolina University, United States
TU2.MM-1.2: SAR-GMTI BASED ON ATI WITH NORMALIZED AMPLITUDE WEIGHTED PHASE DIFFERENCE
Qinghua Liu, Junfeng Wang, Xingzhao Liu, Shanghai Jiao Tong University, China
TU2.MM-1.3: An adaptive subpixel coregistration for high resolution InSAR Image data
Zheyi Jiang, Shuangxi Zhang, Rui Guo, Yuxin Gao, Yongfeng Zhi, Northwestern Polytechnical University, China
TU2.MM-1.4: A COMPARATIVE STUDY OF DERAMPING TECHNIQUES FOR SENTINEL-1 TOPS IN THE CONTEXT OF INTERFEROMETRY
Roland Akiki, Université Paris-Saclay & Kayrros, France; Raphaël Grandin, Institut de Physique du Globe de Paris – Université Paris VII, France; Carlo de Franchis, Université Paris-Saclay & Kayrros, France; Gabriele Facciolo, Jean-Michel Morel, Université Paris-Saclay, France
TU2.MM-1.5: JOINT PHASE UNWRAPPING AND SPECKLE FILTERING BY USING CONVOLUTIONAL NEURAL NETWORKS
Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi, Sergio Vitale, Università degli Studi di Napoli Parthenope, Italy; Mengdao Xing, Xidian University, China; Hanwen Yu, University of Electronic Science and Technology of China, China; Lifan Zhou, Changshu Institute of Technology, China
TU2.MM-1.6: INVESTIGATION OF THE PHASE BIAS IN THE SHORT TERM INTERFEROGRAMS
Yasser Maghsoudi, Milan Lazecky, Leeds University, United Kingdom; Homa Ansari, German Aerospace Center (DLR), Germany; Andy Hooper, Tim Wright, Leeds University, United Kingdom
TU2.MM-1.7: AN IMPROVED LEAST SQUARE PHASE UNWRAPPING ALGORITHM COMBINED WITH CONVOLUTIONAL NEURAL NETWORK
Ziwen Zhang, Qian Jiang, University of Electronic Science and Technology of China, China; Yong Wang, East Carolina University, United States; Xiaobo Yang, University of Electronic Science and Technology of China, China
TU2.MM-1.8: A PHASE FILTERING METHOD BASED ON DEEP LEARNING NETWORK
Yifan Liu, Ziwen Zhang, Jiang Qian, University of Electronic Science and Technology of China, China; Yong Wang, East Carolina University, United States; Xiaobo Yang, University of Electronic Science and Technology of China, China
TU2.MM-1.9: PARALLEL CS-INSAR FOR MAPPING NATIONWIDE DEFORMATION IN CHINA
Yixian Tang, Chao Wang, Hong Zhang, Aerospace Information Reasearch Institute, Chinese Academy of Sciences, China; Haihang You, Weikang Zhang, Institute of Computing Technology, Chinese Academy of Sciences, China; Wei Duan, Jing Wang, Longkai Dong, Aerospace Information Reasearch Institute, Chinese Academy of Sciences, China

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