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Unsupervised Domain Adaption Using A Teacher-Student Network for Cross-City Classification of SENTINEL-2 Images

Hu, Jingliang and Mou, LiChao and Zhu, Xiao Xiang (2020) Unsupervised Domain Adaption Using A Teacher-Student Network for Cross-City Classification of SENTINEL-2 Images. In: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLII (B2), pp. 1569-1574. ISPRS2020, 2020-08-31 - 2020-09-02, Nice, France. doi: 10.5194/isprs-archives-XLIII-B2-2020-1569-2020. ISSN 1682-1750.

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Official URL: https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B2-2020/1569/2020/


Item URL in elib:https://elib.dlr.de/137592/
Document Type:Conference or Workshop Item (Speech)
Title:Unsupervised Domain Adaption Using A Teacher-Student Network for Cross-City Classification of SENTINEL-2 Images
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Hu, JingliangUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Mou, LiChaoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Zhu, Xiao XiangUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:2020
Journal or Publication Title:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:No
Volume:XLII
DOI:10.5194/isprs-archives-XLIII-B2-2020-1569-2020
Page Range:pp. 1569-1574
ISSN:1682-1750
Status:Published
Keywords:Cross-city classification, Deep learning, Mean teacher model, Teacher-student network, Transfer learning, Unsupervised domain adaptation
Event Title:ISPRS2020
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: Hu, Jingliang
Deposited On:18 Nov 2020 11:57
Last Modified:24 Apr 2024 20:39

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