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Schlegel, Anastasia and Hänsch, Ronny (2026) Interpreting Flood Segmentation Maps from SAR Imagery: A Comparative Study of CAM-based Explanation Methods. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR. European Conference on Synthetic Aperture Radar (EUSAR), 2026-06-08 - 2026-06-11, Baden-Baden, Germany. ISSN 2197-4403.
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| Item URL in elib: | https://elib.dlr.de/225485/ | ||||||||||||
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| Document Type: | Conference or Workshop Item (Poster) | ||||||||||||
| Title: | Interpreting Flood Segmentation Maps from SAR Imagery: A Comparative Study of CAM-based Explanation Methods | ||||||||||||
| Authors: |
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| Date: | 2026 | ||||||||||||
| Journal or Publication Title: | Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR | ||||||||||||
| Refereed publication: | Yes | ||||||||||||
| Open Access: | No | ||||||||||||
| Gold Open Access: | No | ||||||||||||
| In SCOPUS: | Yes | ||||||||||||
| In ISI Web of Science: | No | ||||||||||||
| ISSN: | 2197-4403 | ||||||||||||
| Status: | Published | ||||||||||||
| Keywords: | Explainable AI (xAI), Class Activation Mapping (CAM), Synthetic Aperture Radar (SAR), Flood Detection | ||||||||||||
| Event Title: | European Conference on Synthetic Aperture Radar (EUSAR) | ||||||||||||
| Event Location: | Baden-Baden, Germany | ||||||||||||
| Event Type: | international Conference | ||||||||||||
| Event Start Date: | 8 June 2026 | ||||||||||||
| Event End Date: | 11 June 2026 | ||||||||||||
| Organizer: | VDE | ||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||
| HGF - Program: | Space | ||||||||||||
| HGF - Program Themes: | Earth Observation | ||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||
| DLR - Program: | R EO - Earth Observation | ||||||||||||
| DLR - Research theme (Project): | R - Artificial Intelligence | ||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||
| Institutes and Institutions: | Microwaves and Radar Institute > SAR Technology | ||||||||||||
| Deposited By: | Schlegel, Anastasia | ||||||||||||
| Deposited On: | 09 Jul 2026 17:58 | ||||||||||||
| Last Modified: | 09 Jul 2026 17:58 |
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