TU4.R12: Deep Learning Methods for Multispectral Image Analysis II |
| Session Type: Oral |
| Time: Tuesday, July 24, 16:50 - 18:30 |
| Location: Room 2F |
| Session Chairs: Matthieu Molinier, VTT and Mihai Datcu, DLR |
| 16:50 - 17:10 |
| TU4.R12.1: IMPROVING MAPS FROM CNNS TRAINED WITH SPARSE, SCRIBBLED GROUND TRUTHS USING FULLY CONNECTED CRFS |
| Luca Maggiolo; University of Genoa |
| Diego Marcos; Wageningen University |
| Gabriele Moser; University of Genoa |
| Devis Tuia; Wageningen University |
| 17:10 - 17:30 |
| TU4.R12.2: CONVOLUTIONAL NEURAL NETWORKS FOR CLOUD SCREENING: TRANSFER LEARNING FROM LANDSAT-8 TO PROBA-V |
| Gonzalo Mateo-García; Universidad de València |
| Luis Gómez-Chova; Universidad de València |
| 17:30 - 17:50 |
| TU4.R12.3: DEEPCLOUD - A FULLY CONVOLUTIONNAL NEURAL NETWORK FOR CLOUD AND SHADOW MASKING IN OPTICAL SATELLITE IMAGES |
| Matthieu Molinier; VTT Technical Research Centre of Finland Ltd |
| Niko Reunanen; VTT Technical Research Centre of Finland Ltd |
| Arttu Lämsä; VTT Technical Research Centre of Finland Ltd |
| Heikki Astola; VTT Technical Research Centre of Finland Ltd |
| Tomi Räty; VTT Technical Research Centre of Finland Ltd |
| 17:50 - 18:10 |
| TU4.R12.4: TRANSFER LEARNING WITH CONVOLUTIONAL NETWORKS FOR ATMOSPHERIC PARAMETER RETRIEVAL |
| David Malmgren-Hansen; Danmarks Tekniske Universitet |
| Valero Laparra; University of Valencia |
| Allan Aasbjerg Nielsen; Danmarks Tekniske Universitet |
| Gustau Camps-Valls; University of Valencia |
| 18:10 - 18:30 |
| TU4.R12.5: URBAN CHANGE DETECTION FOR MULTISPECTRAL EARTH OBSERVATION USING CONVOLUTIONAL NEURAL NETWORKS |
| Rodrigo Caye Daudt; ONERA |
| Bertrand Le Saux; ONERA |
| Alexandre Boulch; ONERA |
| Yann Gousseau; Télécom ParisTech |
