| 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 Chairs | Xiaoxiang 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 |