Marc Wieland

26 papers C 8Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
BayeSiamMTL: Uncertainty-aware multitask learning for post-disaster building damage assessment.
Int. J. Appl. Earth Obs. Geoinformation
Victor Hertel, Omar Wani, Christian Geiß, Marc Wieland, Hannes Taubenböck
2024 C conf
A Multi-Sensor System for Surface Water Extraction: Application Examples in the Context of Disaster Management.
IGARSS
Sandro Martinis, Marc Wieland, Sandro Groth
2024 J jnl
S1S2-Water: A Global Dataset for Semantic Segmentation of Water Bodies From Sentinel- 1 and Sentinel-2 Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Marc Wieland, Florian W. Fichtner, Sandro Martinis, Sandro Groth, Christian Krullikowski, Simon Plank, Mahdi Motagh
2024 C conf
Toward Scalable Damage Assessment for Rapid Disaster Response.
IGARSS
Marc Wieland, Victor Hertel, Christian Geiss, Sandro Martinis, Konstanze Lechner
2024 C conf
Using Sentinel-1/2 Time Series Data to Investigate Surface Water Changes after the Nova Kakhovka Dam Destruction in Ukraine.
IGARSS
Sandro Groth, Inga Lammers, Marc Wieland, Simon Plank, Sandro Martinis
2023 C conf
AD-HOC Situational Awareness During Floods Using Remote Sensing Data and Machine Learning Methods.
IGARSS
Marc Wieland, Nina Merkle, Anne Schneibel, Corentin Henry, Konstanze Lechner, Xiangtian Yuan, Seyed Majid Azimi, Veronika Gstaiger, Sandro Martinis
2023 — conf
Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI.
ICCV (Workshops)
Nina Merkle, Reza Bahmanyar, Corentin Henry, Seyed Majid Azimi, Xiangtian Yuan, Simon Schopferer, Veronika Gstaiger, Stefan Auer, Anne Schneibel, Marc Wieland, Thomas Kraft
2023 J jnl
Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI.
CoRR
Nina Merkle, Reza Bahmanyar, Corentin Henry, Seyed Majid Azimi, Xiangtian Yuan, Simon Schopferer, Veronika Gstaiger, Stefan Auer, Anne Schneibel, Marc Wieland, Thomas Kraft
2023 C conf
Enabling Global Processing of Reference Water Products for Flood Mapping using Kubernetes and STAC.
IGARSS
Sandro Groth, Florian W. Fichtner, Marc Wieland, Nico Mandery, Torsten Riedlinger, Sandro Martinis
2023 J jnl
Estimating Ensemble Likelihoods for the Sentinel-1-Based Global Flood Monitoring Product of the Copernicus Emergency Management Service.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Christian Krullikowski, Candace Chow, Marc Wieland, Sandro Martinis, Bernhard Bauer-Marschallinger, Florian Roth, Patrick Matgen, Marco Chini, Renaud Hostache, Yu Li, Peter Salamon
2023 J jnl
Time-series analysis of Sentinel-1/2 data for flood detection using a discrete global grid system and seasonal decomposition.
Int. J. Appl. Earth Obs. Geoinformation
Florian W. Fichtner, Nico Mandery, Marc Wieland, Sandro Groth, Sandro Martinis, Torsten Riedlinger
2023 C conf
Using UAV Data to Improve the Situational Awareness for First Responders in Disaster Management: The Example of Flooding in the AHR Valley, Germany.
IGARSS
Magdalena Halbgewachs, Lucas Angermann, Marc Wieland, Uwe Kippnich, Konstanze Lechner
2022 J jnl
Sentinel-1-Based Water and Flood Mapping: Benchmarking Convolutional Neural Networks Against an Operational Rule-Based Processing Chain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Max Helleis, Marc Wieland, Christian Krullikowski, Sandro Martinis, Simon Plank
2022 — conf
User-driven flood response & monitoring information - Key findings of the Data4Human project.
GHTC
Anne Schneibel, Nina Merkle, Marc Wieland, Konstanze Lechner, Seyemajid Azimi, Fabian Henkel, Corentin Henry, Ralph Kiefl, Xiangtian Yuan, Monika Gähler
2020 J jnl
A Deep Learning Approach for Burned Area Segmentation with Sentinel-2 Data.
Remote. Sens.
Lisa Knopp, Marc Wieland, Michaela Rättich, Sandro Martinis
2020 J jnl
Automatic Flood Duration Estimation Based on Multi-Sensor Satellite Data.
Remote. Sens.
Michaela Rättich, Sandro Martinis, Marc Wieland
2020 C conf
Automatic Near-Real Time Flood Extent and Duration Mapping based On Multi-Sensor Earth Observation Data.
IGARSS
Sandro Martinis, Marc Wieland, Michaela Rättich, Christian Böhnke, Torsten Riedlinger
2019 J jnl
A Modular Processing Chain for Automated Flood Monitoring from Multi-Spectral Satellite Data.
Remote. Sens.
Marc Wieland, Sandro Martinis
2019 J jnl
Urban Flood Mapping Using SAR Intensity and Interferometric Coherence via Bayesian Network Fusion.
Remote. Sens.
Yu Li, Sandro Martinis, Marc Wieland, Stefan Schlaffer, Ryo Natsuaki
2017 J jnl
A Spatio-Temporal Building Exposure Database and Information Life-Cycle Management Solution.
ISPRS Int. J. Geo Inf.
Marc Wieland, Massimiliano Pittore
2017 J jnl
Multitask Active Learning for Characterization of Built Environments With Multisensor Earth Observation Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Christian Geiß, Matthias Thoma, Massimiliano Pittore, Marc Wieland, Stefan W. Dech, Hannes Taubenböck
2016 J jnl
Learning Change from Synthetic Aperture Radar Images: Performance Evaluation of a Support Vector Machine to Detect Earthquake and Tsunami-Induced Changes.
Remote. Sens.
Marc Wieland, Wen Liu, Fumio Yamazaki
2015 J jnl
Improving Post-Earthquake Insurance Claim Management: A Novel Approach to Prioritize Geospatial Data Collection.
ISPRS Int. J. Geo Inf.
Massimiliano Pittore, Marc Wieland, Mustafa Errize, Cagatay Kariptas, Ismet Güngör
2014 J jnl
Performance Evaluation of Machine Learning Algorithms for Urban Pattern Recognition from Multi-spectral Satellite Images.
Remote. Sens.
Marc Wieland, Massimiliano Pittore
2012 J jnl
Exposure Estimation from Multi-Resolution Optical Satellite Imagery for Seismic Risk Assessment.
ISPRS Int. J. Geo Inf.
Marc Wieland, Massimiliano Pittore, Stefano Parolai, Jochen Zschau
2012 C conf
Remote sensing and omnidirectional imaging for efficient building inventory data-capturing: Application within the Earthquake Model Central Asia.
IGARSS
Marc Wieland, Massimiliano Pittore, Stefano Parolai, Jochen Zschau