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Steiniger, Yannik and Stoppe, Jannis and Meisen, Tobias and Kraus, Dieter (2020) Dealing With Highly Unbalanced Sidescan Sonar Image Datasets for Deep Learning Classification Tasks. In: 2020 Global Oceans: Singapore - U.S. Gulf Coast, OCEANS 2020. Proc. of the IEEE Int. Conf. on Oceanic Engineering (Global Oceans 2020), 2020-10-05 - 2020-10-30, Singapore - U.S. Gulf Coast (Online Event). doi: 10.1109/IEEECONF38699.2020.9389373. ISBN 978-172815446-6.
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Official URL: https://ieeexplore.ieee.org/document/9389373
| Item URL in elib: | https://elib.dlr.de/139710/ | ||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||
| Title: | Dealing With Highly Unbalanced Sidescan Sonar Image Datasets for Deep Learning Classification Tasks | ||||||||||||||||||||
| Authors: |
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| Date: | 2020 | ||||||||||||||||||||
| Journal or Publication Title: | 2020 Global Oceans: Singapore - U.S. Gulf Coast, OCEANS 2020 | ||||||||||||||||||||
| Refereed publication: | No | ||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||||
| DOI: | 10.1109/IEEECONF38699.2020.9389373 | ||||||||||||||||||||
| ISBN: | 978-172815446-6 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | Deep Learning, Generative Adversarial Networks, Sidescan Sonar | ||||||||||||||||||||
| Event Title: | Proc. of the IEEE Int. Conf. on Oceanic Engineering (Global Oceans 2020) | ||||||||||||||||||||
| Event Location: | Singapore - U.S. Gulf Coast (Online Event) | ||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||
| Event Start Date: | 5 October 2020 | ||||||||||||||||||||
| Event End Date: | 30 October 2020 | ||||||||||||||||||||
| HGF - Research field: | other | ||||||||||||||||||||
| HGF - Program: | other | ||||||||||||||||||||
| HGF - Program Themes: | other | ||||||||||||||||||||
| DLR - Research area: | no assignment | ||||||||||||||||||||
| DLR - Program: | no assignment | ||||||||||||||||||||
| DLR - Research theme (Project): | no assignment | ||||||||||||||||||||
| Location: | Bremerhaven | ||||||||||||||||||||
| Institutes and Institutions: | Institute for the Protection of Maritime Infrastructures > Maritime Security Technologies | ||||||||||||||||||||
| Deposited By: | Steiniger, Yannik | ||||||||||||||||||||
| Deposited On: | 18 Dec 2020 15:21 | ||||||||||||||||||||
| Last Modified: | 08 Aug 2025 10:29 |
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