TU3.R12: Deep Learning Methods for Multispectral Image Analysis I |
| Session Type: Oral |
| Time: Tuesday, July 24, 14:10 - 15:50 |
| Location: Room 2F |
| Session Chairs: Matthieu Molinier, VTT Technical Research Centre of Finland Ltd and Mihai Datcu, German Aerospace Center (DLR) |
| 14:10 - 14:30 |
| TU3.R12.1: EXPLORATORY VISUAL ANALYSIS OF MULTISPECTRAL EO IMAGES BASED ON DNN |
| Iulia Neagoe; University Politehnica of Bucharest UPB |
| Daniela Faur; University Politehnica of Bucharest UPB |
| Corina Vaduva; University Politehnica of Bucharest UPB |
| Mihai Datcu; University Politehnica of Bucharest UPB, German Aerospace Centre DLR |
| 14:30 - 14:50 |
| TU3.R12.2: END-TO-END LEARNING OF POLYGONS FOR REMOTE SENSING IMAGE CLASSIFICATION |
| Nicolas Girard; UCA, Inria, TITANE team |
| Yuliya Tarabalka; UCA, Inria, TITANE team |
| 14:50 - 15:10 |
| TU3.R12.3: THE INFLUENCE OF SAMPLING METHODS ON PIXEL-WISE HYPERSPECTRAL IMAGE CLASSIFICATION WITH 3D CONVOLUTIONAL NEURAL NETWORKS |
| Julius Lange; Humboldt-Universität zu Berlin |
| Gabriele Cavallaro; Forschungszentrum Jülich |
| Markus Götz; Forschungszentrum Jülich |
| Ernir Erlingsson; University of Iceland |
| Morris Riedel; Forschungszentrum Jülich |
| 15:10 - 15:30 |
| TU3.R12.4: FUSENET: END-TO-END MULTISPECTRAL VHR IMAGE FUSION AND CLASSIFICATION |
| John Ray Bergado; University of Twente |
| Claudio Persello; University of Twente |
| Alfred Stein; University of Twente |
| 15:30 - 15:50 |
| TU3.R12.5: MODELING URBANIZATION PATTERNS WITH GENERATIVE ADVERSARIAL NETWORKS |
| Adrian Albert; Massachusetts Institute of Technology |
| Emanuele Strano; German Aerospace Center (DLR) |
| Jasleen Kaur; Philips Research USA |
| Marta Gonzalez; University of California, Berkeley |
