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)
|
|
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 |
|
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 |
|
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 |
|
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 |
|
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 |
|