2020 IEEE International Geoscience and Remote Sensing Symposium

September 26 - October 2, 2020 • Virtual Symposium

2020 IEEE International Geoscience and Remote Sensing Symposium

September 26 - October 2, 2020 • Virtual Symposium

FR2.R6.5

A NOVEL VARIATIONAL AUTOENCODER BASED RADAR SIGNAL RECONSTRUCTION ALGORITHM USING POLLUTED DATA

Zehuan Jing, Bin Wu, Peng Li, Rui Yang, Jingyi Li, Zhao Wang, Xidian University, China
Session:
Advanced Processing Tools for Feature Extraction and Reductions
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Fri, 2 Oct, 15:10-15:20 (UTC)
Fri, 2 Oct, 23:10-23:20 China Standard Time (UTC +8)
Fri, 2 Oct, 17:10-17:20 Central Europe Summer Time (UTC +2)
Fri, 2 Oct, 08:10-08:20 Pacific Daylight Time (UTC -7)
Session Co-Chairs:
Simona Verde, CNR and Andrea Marinoni, Arctic University of Norway
Session Managers:
Prakash P S and Rajat Shinde

Presentation

Discussion

Resources

Session

FR2.R6.1: A RADIATION BASED TOPOGRAPHIC CORRECTION METHOD ON LANDSAT 8/OLI SURFACE REFLECTANCE
Wei Zhao, Xinjuan Li, Fengping Wen, Wei Wang, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, China
FR2.R6.2: HYPERSPECTRAL DATA CLASSIFICATION AND REGRESSION USING WAVELET TRANSFORM
Takato Yamada, Akira Iwasaki, Yoshio Inoue, University of Tokyo, Japan
FR2.R6.3: NOISE ANALYSIS OF HYPERSPECTRAL IMAGES CAPTURED BY DIFFERENT SENSORS
Shuo Zhang, Xudong Kang, Yan Mo, Shutao Li, Hunan University, China
FR2.R6.4: RESEARCH OF HILBERT HUANG TRANSFORM ALGORITHM AND ITS IMPROVEMENT
Jingxin Luo, Jianyang Tang, Research Institute of Electronic Science and Technology,University of Electronic Science and Technology of China, China
FR2.R6.5: A NOVEL VARIATIONAL AUTOENCODER BASED RADAR SIGNAL RECONSTRUCTION ALGORITHM USING POLLUTED DATA
Zehuan Jing, Bin Wu, Peng Li, Rui Yang, Jingyi Li, Zhao Wang, Xidian University, China
FR2.R6.6: DR-KNN: A HYBRID APPROACH FOR DIMENSIONALITY REDUCTION OF EO IMAGE DATASETS
Andreea Griparis, Daniela Faur, University Politehnica of Bucharest, Research Center for Spatial Information, Romania; Mihai Datcu, German Aerospace Center (DLR), Germany
FR2.R6.7: SUBPIXEL-LEVEL EDGE FEATURE MATCHING FOR SAR AND OPTICAL IMAGES BASED ON ZERNIKE MOMENTS
Huan Qian, Jianwei Yue, Beijing Normal University, China; Min Chen, Southwest Jiaotong University, China; Modi Wang, Beijing Normal University, China; Haiqiang Xin, Xinjiang Academy of Surveying and Mapping, China
FR2.R6.8: POLSAR IMAGE FEATURE EXTRACTION BASED ON CO-REGULARIZATION
Xiayuan Huang, Xiangli Nie, Hong Qiao, Chinese Academy of Sciences, China
FR2.R6.9: VIDEO SATELLITE IMAGERY SUPER RESOLUTION FOR ‘JILIN-1’ VIA A SINGLE-AND-MULTI FRAME ENSEMBLED FRAMEWORK
Shu Zhang, Qiangqiang Yuan, Jie Li, Wuhan University, China
FR2.R6.10: ADVANCING TEXTURE METRICS TO MODEL LANDSCAPE HETEROGENEITY
Leila Schuh, Michael Schaepman, Maria J. Santos, University of Zurich, Switzerland; Rogier de Jong, Swiss Re Institute, Switzerland; Reinhard Furrer, University of Zurich, Switzerland
FR2.R6.11: RESEARCH ON STEREO MATCHING FOR SATELLITE GENERALIZED IMAGE PAIR BASED ON IMPROVED SURF AND RFM
Xiaoxi Li, Xin Luo, Yuxuan Wu, Zhuotao Li, Wenbo Xu, University of Electronic Science and Technology of China, China
FR2.R6.12: A FAST DENSE FEATURE TRACKING ROUTINE WITH ITS APPLICATION IN CRYOSPHERE REMOTE SENSING USING SENTINEL-1 AND LANDSAT-8 DATA
Yang Lei, California Institute of Technology, United States; Alex Gardner, Piyush Agram, NASA Jet Propulsion Laboratory, United States