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Schmitt, Michael and Prexl, Jonathan and Ebel, Patrick and Liebel, Lukas and Zhu, Xiao Xiang (2020) Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping - Challenges and Opportunities. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, V-3, pp. 795-802. ISPRS 2020, 2020-08-31 - 2020-09-02, Nice, France. doi: 10.5194/isprs-annals-V-3-2020-795-2020. ISSN 2194-9042.
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Official URL: https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/V-3-2020/795/2020/
| Item URL in elib: | https://elib.dlr.de/138021/ | ||||||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||||||
| Title: | Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping - Challenges and Opportunities | ||||||||||||||||||||||||
| Authors: |
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| Date: | 2020 | ||||||||||||||||||||||||
| Journal or Publication Title: | ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences | ||||||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||||||||
| Volume: | V-3 | ||||||||||||||||||||||||
| DOI: | 10.5194/isprs-annals-V-3-2020-795-2020 | ||||||||||||||||||||||||
| Page Range: | pp. 795-802 | ||||||||||||||||||||||||
| ISSN: | 2194-9042 | ||||||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||||||
| Keywords: | Land Cover Mapping, Deep Learning, Machine Learning, Data Fusion | ||||||||||||||||||||||||
| Event Title: | ISPRS 2020 | ||||||||||||||||||||||||
| Event Location: | Nice, France | ||||||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||||||
| Event Start Date: | 31 August 2020 | ||||||||||||||||||||||||
| Event End Date: | 2 September 2020 | ||||||||||||||||||||||||
| 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 - Vorhaben hochauflösende Fernerkundungsverfahren (old) | ||||||||||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||||||||||
| Institutes and Institutions: | Remote Sensing Technology Institute > EO Data Science | ||||||||||||||||||||||||
| Deposited By: | Liu, Rong | ||||||||||||||||||||||||
| Deposited On: | 24 Nov 2020 17:51 | ||||||||||||||||||||||||
| Last Modified: | 08 Aug 2025 10:15 |
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