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Schlegel, Anastasia and Hänsch, Ronny (2024) On Perturbation-Based XAI for Flood Detection from SAR Images. In: 2024 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2024. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024-07-07 - 2024-07-12, Athens, Greece. doi: 10.1109/igarss53475.2024.10641556. ISBN 979-8-3503-6032-5. ISSN 2153-7003.
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| Item URL in elib: | https://elib.dlr.de/204247/ | ||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||
| Title: | On Perturbation-Based XAI for Flood Detection from SAR Images | ||||||||||||
| Authors: |
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| Date: | July 2024 | ||||||||||||
| Journal or Publication Title: | 2024 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2024 | ||||||||||||
| Refereed publication: | Yes | ||||||||||||
| Open Access: | Yes | ||||||||||||
| Gold Open Access: | No | ||||||||||||
| In SCOPUS: | Yes | ||||||||||||
| In ISI Web of Science: | No | ||||||||||||
| DOI: | 10.1109/igarss53475.2024.10641556 | ||||||||||||
| ISSN: | 2153-7003 | ||||||||||||
| ISBN: | 979-8-3503-6032-5 | ||||||||||||
| Status: | Published | ||||||||||||
| Keywords: | Explainable Machine Learning, Occlusion, Synthetic Aperture Radar (SAR), Flood Detection | ||||||||||||
| Event Title: | IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | ||||||||||||
| Event Location: | Athens, Greece | ||||||||||||
| Event Type: | international Conference | ||||||||||||
| Event Start Date: | 7 July 2024 | ||||||||||||
| Event End Date: | 12 July 2024 | ||||||||||||
| Organizer: | IEEE GRSS | ||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||
| HGF - Program: | Space | ||||||||||||
| HGF - Program Themes: | Space Exploration | ||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||
| DLR - Program: | R EW - Space Exploration | ||||||||||||
| DLR - Research theme (Project): | R - Project How safe + why? [EW] | ||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||
| Institutes and Institutions: | Microwaves and Radar Institute > SAR Technology | ||||||||||||
| Deposited By: | Schlegel, Anastasia | ||||||||||||
| Deposited On: | 15 May 2024 16:00 | ||||||||||||
| Last Modified: | 23 Jul 2025 12:03 |
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