FR3.L1: Deep Learning using High Resolution Optical Imagery |
| Session Type: Oral |
| Time: Friday, July 28, 13:40 - 15:20 |
| Location: Ballroom B |
| Session Chairs: Yuliya Tarabalka, Inria Sophia Antipolis-Méditerranée and Emmanuel Maggiori, Inria Sophia Antipolis-Méditerranée |
| 13:40 - 14:00 |
| FR3.L1.1: HIGH-RESOLUTION IMAGE CLASSIFICATION WITH CONVOLUTIONAL NETWORKS |
| Emmanuel Maggiori; Inria Sophia Antipolis Mediterranee |
| Yuliya Tarabalka; Inria Sophia Antipolis Mediterranee |
| Guillaume Charpiat; Inria Saclay |
| Pierre Alliez; Inria Sophia Antipolis Mediterranee |
| 14:00 - 14:20 |
| FR3.L1.2: URBAN LAND COVER CLASSIFICATION WITH MISSING DATA USING DEEP CONVOLUTIONAL NEURAL NETWORKS |
| Michael Kampffmeyer; UiT The Arctic Univeristy of Norway |
| Arnt-Børre Salberg; Norwegian Computing Center |
| Robert Jenssen; UiT The Arctic Univeristy of Norway |
| 14:20 - 14:40 |
| FR3.L1.3: SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH EXPLICIT CLASS-BOUNDARY MODELING |
| Dimitrios Marmanis; German Aerospace Center (DLR) |
| Konrad Schindler; ETH Zurich |
| Jan Dirk Wegner; ETH Zurich |
| Mihai Datcu; German Aerospace Center (DLR) |
| Uwe Stilla; TU Munich |
| 14:40 - 15:00 |
| FR3.L1.4: DETECTION OF INFORMAL SETTLEMENTS FROM VHR SATELLITE IMAGES USING CONVOLUTIONAL NEURAL NETWORKS |
| Nicholus Mboga; University of Twente |
| Claudio Persello; University of Twente |
| John Ray Bergado; University of Twente |
| Alfred Stein; University of Twente |
| 15:00 - 15:20 |
| FR3.L1.5: JOINT HEIGHT ESTIMATION AND SEMANTIC LABELING OF MONOCULAR AERIAL IMAGES WITH CNNS |
| Shivangi Srivastava; University of Zurich |
| Michele Volpi; University of Zurich |
| Devis Tuia; University of Zurich |
