July 28 - August 2, 2019 • Yokohama, Japan

Pacifico Yokohama

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My IGARSS 2019 Schedule

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Session Detail

Session Title THP1.PS: Big Data and Machine Learning - Machine Learning for SAR and Meteorology
Presentation Mode Poster
Session Time Thursday, 01 August, 09:40 - 10:40
Location Room 503: Poster Area S
Session ChairShilei Fu, Key Lab for Information Science of Electromagnetic Waves (MoE), Fudan University
  THP1.PS.1: SAR IMAGE SIMULATION BY GENERATIVE ADVERSARIAL NETWORKS
         Xianjie Bao; Institute of Electronics, Chinese Academy of Sciences
         Zongxu Pan; Institute of Electronics, Chinese Academy of Sciences
         Lei Liu; Institute of Electronics, Chinese Academy of Sciences
         Bin Lei; Institute of Electronics, Chinese Academy of Sciences
  THP1.PS.3: SAR IMAGE GENERATION WITH SEMANTIC-STATISTICAL CONVOLUTION
         Dong-Xiao Yue; Key Laboratory for Information Science of Electromagnetic Waves (MoE), Fudan University
         Feng Xu; Key Laboratory for Information Science of Electromagnetic Waves (MoE), Fudan University
         Alejandro C. Frery; Federal University of Alagoas
         Ya-Qiu Jin; Key Laboratory for Information Science of Electromagnetic Waves (MoE), Fudan University
  THP1.PS.4: ARCTIC OCEAN SURFACE TYPE CLASSIFICATION USING SAR IMAGES AND MACHINE LEARNING ‎ALGORITHMS.
         Ekaterina Balashova; Russian State Hydrometeorological University
         Elizaveta Zabolotskikh; Russian State Hydrometeorological University
         Kirill Khvorostovsky; Russian State Hydrometeorological University
         Bertrand Chapron; Ifremer
  THP1.PS.5: A TENSOR NETWORK FOR TROPICAL CYCLONE WIND SPEED ESTIMATION
         Xingxing Yu; School of Computer Science and Technology, Donghua University
         Zhao Chen; School of Computer Science and Technology, Donghua University
         Guangchen Chen; School of Computer Science and Technology, Donghua University
         He Zhang; School of Computer Science and Technology, Donghua University
         Junfeng Zhou; School of Computer Science and Technology, Donghua University
  THP1.PS.6: ESTIMATING TYPHOON INTENSITY WITH CONVOLUTIONAL NEURAL NETWORK
         Chong Wang; Hohai University
         Qing Xu; Hohai University
         Gang Zheng; Second Institute of Oceanography, Ministry of Natural Resources
         Xiaofeng Li; Key Laboratory of Ocean Circulation and Waves, Institute of Oceanography, Chinese Academy of Sciences and Center for Ocean Mega-Science
  THP1.PS.7: A FULLY AUTOMATIC AND CLOUD-BASED P-SBAS DINSAR PIPELINE FOR SENTINEL-1 PROCESSING
         Claudio De Luca; Institute for Electromagnetic Sensing of Environment
         Manuela Bonano; Institute of Methodologies for Environmental Analysis
         Francesco Casu; Institute for Electromagnetic Sensing of Environment
         Michele Manunta; Institute for Electromagnetic Sensing of Environment
         Mariarosaria Manzo; Institute for Electromagnetic Sensing of Environment
         Franz Meyer; University of Alaska Fairbanks
         Giovanni Onorato; Institute for Electromagnetic Sensing of Environment
         Ivana Zinno; Institute for Electromagnetic Sensing of Environment
         Riccardo Lanari; Institute for Electromagnetic Sensing of Environment
  THP1.PS.8: LEARNING PHYSICAL SCATTERING PATTERNS FROM POLSAR IMAGES BY USING COMPLEX-VALUED CNN
         Juanping Zhao; German Aerospace Center (DLR)
         Mihai Datcu; German Aerospace Center (DLR)
         Zenghui Zhang; Shanghai Jiao Tong University
         Huilin Xiong; Shanghai Jiao Tong University
         Wenxian Yu; Shanghai Jiao Tong University
  THP1.PS.9: A COMPLEX-VALUED CNN FOR DIFFERENT ACTIVATION FUNCTIONS IN POLARSAR IMAGE CLASSIFICATION
         Yun Zhang; Harbin Institude of Technology
         Qinglong Hua; Harbin Institude of Technology
         Dan Xu; Harbin Institude of Technology
         Hongbo Li; Harbin Institude of Technology
         Yan Bu; Harbin Institude of Technology
         Pengfei Zhao; Harbin Institude of Technology
  THP1.PS.10: REMOTE SENSING IMAGE SYNTHESIS VIA GRAPHICAL GENERATIVE ADVERSARIAL NETWORKS
         Guangxing Wang; China University of Petroleum (East China)
         Guoshuai Dong; China University of Petroleum (East China)
         Hui Li; China University of Petroleum (East China)
         Lirong Han; China University of Petroleum (East China)
         Xuanwen Tao; China University of Petroleum (East China)
         Peng Ren; China University of Petroleum (East China)