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Sebastian Hafner
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 13
Top Topics
Single Modality
Uni Modal
Deep Learning
Change Detection
Top Venues
CoRR
IGARSS
JURSE
Int. J. Appl. Earth Obs. Geoinformation
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Publications
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Sebastian Hafner
,
Stefanos Georganos
,
Theodomir Mugiraneza
,
Yifang Ban
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda.
JURSE
(2023)
Sebastian Hafner
,
Yifang Ban
,
Andrea Nascetti
Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data.
Remote. Sens.
15 (21) (2023)
Sebastian Hafner
,
Yifang Ban
Multi-Modal Deep Learning for Multi-Temporal Urban Mapping with a Partly Missing Optical Modality.
IGARSS
(2023)
Sebastian Hafner
,
Yifang Ban
Multi-Modal Deep Learning for Multi-Temporal Urban Mapping With a Partly Missing Optical Modality.
CoRR
(2023)
Sebastian Hafner
,
Yifang Ban
,
Andrea Nascetti
Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping.
CoRR
(2023)
Sebastian Hafner
,
Stefanos Georganos
,
Theodomir Mugiraneza
,
Yifang Ban
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda.
CoRR
(2023)
Sebastian Hafner
,
Yifang Ban
,
Andrea Nascetti
Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping.
JURSE
(2023)
Sebastian Hafner
,
Yifang Ban
,
Andrea Nascetti
Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning.
IGARSS
(2022)
Sebastian Hafner
,
Yifang Ban
,
Andrea Nascetti
Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning.
CoRR
(2022)
Theodomir Mugiraneza
,
Sebastian Hafner
,
Jan Haas
,
Yifang Ban
Monitoring urbanization and environmental impact in Kigali, Rwanda using Sentinel-2 MSI data and ecosystem service bundles.
Int. J. Appl. Earth Obs. Geoinformation
109 (2022)
Sebastian Hafner
,
Andrea Nascetti
,
Hossein Azizpour
,
Yifang Ban
Sentinel-1 and Sentinel-2 Data Fusion for Urban Change Detection Using a Dual Stream U-Net.
IEEE Geosci. Remote. Sens. Lett.
19 (2022)
Stefanos Georganos
,
Sebastian Hafner
,
Monika Kuffer
,
Catherine Linard
,
Yifang Ban
A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments.
Int. J. Appl. Earth Obs. Geoinformation
114 (2022)
Sebastian Hafner
,
Yifang Ban
,
Andrea Nascetti
Exploring the Fusion of Sentinel-1 SAR and Sentinel-2 MSI Data for Built-Up Area Mapping Using Deep Learning.
IGARSS
(2021)