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 WE3.R4: Deep Learning in Remote Sensing I
Presentation Mode Oral
Session Time Wednesday, 31 July, 13:40 - 15:20
Location Room 313-314
Session ChairsXiaoxiang Zhu, German Aerospace Center / Technical University of Munich and Friedrich Fraundorfer, Graz University of Technology
  WE3.R4.1: BUILDING FOOTPRINT EXTRACTION WITH GRAPH CONVOLUTIONAL NETWORK
         Yilei Shi; Technical University of Munich
         Qingyu Li; Technical University of Munich
         Xiaoxiang Zhu; German Aerospace Center (DLR) / Technical University of Munich (TUM)
  WE3.R4.2: REGULARIZATION OF BUILDING BOUNDARIES IN SATELLITE IMAGES USING ADVERSARIAL AND REGULARIZED LOSSES
         Stefano Zorzi; Graz University of Technology
         Friedrich Fraundorfer; Graz University of Technology
  WE3.R4.3: UNSUPERVISED SUPER-RESOLUTION OF SATELLITE IMAGERY FOR HIGH FIDELITY MATERIAL LABEL TRANSFER
         Arthita Ghosh; University of Maryland
         Max Ehrlich; University of Maryland
         Larry Davis; University of Maryland
         Rama Chellappa; University of Maryland
  WE3.R4.4: PRIMITIVE-BASED 3D BUILDING MODELING, SENSOR SIMULATION, AND ESTIMATION
         Xia Li; GE Global Research
         Yen-Liang Lin; GE Global Research
         James Miller; GE Global Research
         Alex Cheon; GE Global Research
         Walt Dixon; GE Research
  WE3.R4.5: REGISTRATION OF HIGH RESOLUTION SAR AND OPTICAL SATELLITE IMAGERY USING FULLY CONVOLUTIONAL NETWORKS
         Stefan Hoffmann; Friedrich Schiller University Jena
         Clemens-Alexander Brust; Friedrich Schiller University Jena
         Maha Shadaydeh; Friedrich Schiller University Jena
         Joachim Denzler; Friedrich Schiller University Jena