WE1.R12: Deep Learning in Remote Sensing I |
| Session Type: Oral |
| Time: Wednesday, July 25, 08:30 - 10:10 |
| Location: Room 2F |
| Session Chairs: Ronny Hänsch, Technische Universität Berlin and Friedrich Frauendorfer, Graz University of Technology |
| 08:30 - 08:50 |
| WE1.R12.1: A DEEP NETWORK APPROACH TO MULTITEMPORAL CLOUD DETECTION |
| Devis Tuia; Wageningen University |
| Benjamin Kellenberger; Wageningen University |
| Adrián Pérez-Suay; Universidad de València |
| Gustau Camps-Valls; Universidad de València |
| 08:50 - 09:10 |
| WE1.R12.2: HIERARCHICAL REGION BASED CONVOLUTION NEURAL NETWORK FOR MULTISCALE OBJECT DETECTION IN REMOTE SENSING IMAGES |
| Qingpeng Li; Beihang University |
| Lichao Mou; Technical University of Munich (TUM) |
| Kaiyu Jiang; Beihang University |
| Qingjie Liu; Beihang University |
| Yunhong Wang; Beihang University |
| Xiao Xiang Zhu; Technical University of Munich (TUM) |
| 09:10 - 09:30 |
| WE1.R12.3: GENERATIVE ADVERSARIAL NETWORKS FOR REALISTIC SYNTHESIS OF HYPERSPECTRAL SAMPLES |
| Nicolas Audebert; ONERA - IRISA |
| Bertrand Le Saux; ONERA |
| Sébastien Lefèvre; IRISA |
| 09:30 - 09:50 |
| WE1.R12.4: A RECURRENT CONVOLUTIONAL NEURAL NETWORK FOR LAND COVER CHANGE DETECTION IN MULTISPECTRAL IMAGES |
| Lichao Mou; German Aerospace Center (DLR) / Technical University of Munich (TUM) |
| Xiao Xiang Zhu; German Aerospace Center (DLR) / Technical University of Munich (TUM) |
| 09:50 - 10:10 |
| WE1.R12.5: EXTRACTION OF BUILDINGS IN VHR SAR IMAGES USING FULLY CONVOLUTION NEURAL NETWORKS |
| Muhammad Shahzad; National University of Sciences and Technology (NUST) |
| Michael Maurer; Technical University of Graz (TU Graz) |
| Friedrich Fraundorfer; Technical University of Graz (TU Graz) |
| Yuanyuan Wang; Technical University of Munich (TUM) |
| Xiao Xiang Zhu; Technical University of Munich (TUM) |
