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Rüter, Joachim and Durak, Umut and Dauer, Johann C. (2025) Investigating the Influence of Image Augmentations on the Sim-to-Real Generalization of Deep Learning Perception Models. In: 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2025. CVPR - Synthetic Data for Computer Vision Workshop, 2025-06-11 - 2025-06-15, Nasvhille. ISBN 979-833159994-2. ISSN 2160-7508.
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Official URL: https://openreview.net/forum?id=wYPNSxXjvY
| Item URL in elib: | https://elib.dlr.de/214806/ | ||||||||||||||||
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| Document Type: | Conference or Workshop Item (Poster) | ||||||||||||||||
| Title: | Investigating the Influence of Image Augmentations on the Sim-to-Real Generalization of Deep Learning Perception Models | ||||||||||||||||
| Authors: |
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| Date: | 2025 | ||||||||||||||||
| Journal or Publication Title: | 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2025 | ||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||
| Open Access: | Yes | ||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||
| ISSN: | 2160-7508 | ||||||||||||||||
| ISBN: | 979-833159994-2 | ||||||||||||||||
| Status: | Published | ||||||||||||||||
| Keywords: | Synthetic Data, Sim-to-Real Gap, Game-Engine, Image Augmentations, Deep Learning | ||||||||||||||||
| Event Title: | CVPR - Synthetic Data for Computer Vision Workshop | ||||||||||||||||
| Event Location: | Nasvhille | ||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||
| Event Start Date: | 11 June 2025 | ||||||||||||||||
| Event End Date: | 15 June 2025 | ||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||
| HGF - Program: | Aeronautics | ||||||||||||||||
| HGF - Program Themes: | Components and Systems | ||||||||||||||||
| DLR - Research area: | Aeronautics | ||||||||||||||||
| DLR - Program: | L CS - Components and Systems | ||||||||||||||||
| DLR - Research theme (Project): | L - Unmanned Aerial Systems | ||||||||||||||||
| Location: | Braunschweig | ||||||||||||||||
| Institutes and Institutions: | Institute of Flight Systems > Unmanned Aircraft Institute of Flight Systems > Safety Critical Systems&Systems Engineering Institute of Flight Systems | ||||||||||||||||
| Deposited By: | Rüter, Joachim | ||||||||||||||||
| Deposited On: | 01 Dec 2025 10:18 | ||||||||||||||||
| Last Modified: | 01 Dec 2025 10:18 |
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