| Session Title | WE2.R4: Deep Learning for Multispectral Image Analysis II |
|---|---|
| Presentation Mode | Oral |
| Session Time | Wednesday, 31 July, 10:40 - 12:20 |
| Location | Room 313-314 |
| Session Chairs | Devis Tuia, Wageningen and Matthieu Molinier, VTT Technical Research Centre of Finland Ltd |
| WE2.R4.1: UNSUPERVISED MULTIPLE-CHANGE DETECTION IN VHR MULTISENSOR IMAGES VIA DEEP-LEARNING BASED ADAPTATION |
| Sudipan Saha; Fondazione Bruno Kessler |
| Francesca Bovolo; Fondazione Bruno Kessler |
| Lorenzo Bruzzone; University of Trento |
| WE2.R4.2: FUSING MULTI-SEASONAL SENTINEL-2 IMAGES WITH RESIDUAL CONVOLUTIONAL NEURAL NETWORKS FOR LOCAL CLIMATE ZONE-DERIVED URBAN LAND COVER CLASSIFICATION |
| Chunping Qiu; Technical University of Munich (TUM) |
| Michael Schmitt; Technical University of Munich (TUM) |
| Xiao Xiang Zhu; Technical University of Munich (TUM) |
| WE2.R4.3: ROAD MAPPING IN LIDAR IMAGES USING A JOINT-TASK DENSE DILATED CONVOLUTIONS MERGING NETWORK |
| Qinghui Liu; Norwegian Computing Center |
| Michael Kampffmeyer; Arctic University of Norway |
| Robert Jenssen; Arctic University of Norway |
| Arnt-Børre Salberg; Norwegian Computing Center |
| WE2.R4.4: SEMANTIC VEHICLE SEGMENTATION IN VERY HIGH RESOLUTION MULTISPECTRAL AERIAL IMAGES USING DEEP NEURAL NETWORKS |
| Nina Merkle; German Aerospace Center (DLR) |
| Seyed Majid Azimi; German Aerospace Center (DLR) |
| Sebastian Pless; German Aerospace Center (DLR) |
| Franz Kurz; German Aerospace Center (DLR) |
| WE2.R4.5: AVOIDING OVERFITTING WHEN APPLYING SPECTRAL-SPATIAL DEEP LEARNING METHODS ON HYPERSPECTRAL IMAGES WITH LIMITED LABELS |
| Matthieu Molinier; VTT Technical Research Centre of Finland Ltd |
| Jorma Kilpi; VTT Technical Research Centre of Finland Ltd |