Nina Merkle

18 papers C 9Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2024 C conf
User Optimized Provision of Conflict Related Satellite- and Geoinformation - Ukraine Case Study.
IGARSS
Anne Schneibel, Thomas Esch, Peter Friedl, Sebastian Gapp, Corentin Henry, Mattia Marconcini, Nina Merkle, Annekatrin Metz-Marconcini, Anna Orthofer, Konstanze Lechner
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
Satellite Image Augmentation Via Seamless Instance Blending For Building Damage Segmentation.
IGARSS
Sebastian Gapp, Nina Merkle, Corentin Henry
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 C conf
Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 1.
IGARSS
Daniele Cerra, Nina Merkle, Corentin Henry, Kevin Alonso, Pablo d'Angelo, Stefan Auer, Reza Bahmanyar, Xiangtian Yuan, Ksenia Bittner, Maximilian Langheinrich, Guichen Zhang, Miguel Pato, Jiaojiao Tian, Peter Reinartz
2020 C conf
Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 2.
IGARSS
Daniele Cerra, Nina Merkle, Corentin Henry, Kevin Alonso, Pablo d'Angelo, Stefan Auer, Reza Bahmanyar, Xiangtian Yuan, Ksenia Bittner, Maximilian Langheinrich, Guichen Zhang, Miguel Pato, Jiaojiao Tian, Peter Reinartz
2019 C conf
3D Semantic Segmentation from Multi-View Optical Satellite Images.
IGARSS
Pablo d'Angelo, Ksenia Bittner, Thomas Krauß, Peter Reinartz, Daniele Cerra, Seyed Majid Azimi, Nina Merkle, Jiaojiao Tian, Stefan Auer, Miguel Pato, Raquel De los Reyes, Xiangyu Zhuo
2019 C conf
Deep Learning for SAR-Optical Image Matching.
IGARSS
Lloyd Haydn Hughes, Nina Merkle, Tatjana Bürgmann, Stefan Auer, Michael Schmitt
2019 J jnl
SAR-to-Optical Image Translation Based on Conditional Generative Adversarial Networks - Optimization, Opportunities and Limits.
Remote. Sens.
Mario Fuentes Reyes, Stefan Auer, Nina Merkle, Corentin Henry, Michael Schmitt
2019 C conf
Semantic Vehicle Segmentation in Very High Resolution Multispectral Aerial Images Using Deep Neural Networks.
IGARSS
Nina Merkle, Seyed Majid Azimi, Sebastian Pless, Franz Kurz
2018 J jnl
Exploring the Potential of Conditional Adversarial Networks for Optical and SAR Image Matching.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nina Merkle, Stefan Auer, Rupert Müller, Peter Reinartz
2018 — —
Geo-localization Refinement of Optical Satellite Images by Embedding Synthetic Aperture Radar Data in Novel Deep Learning Frameworks
Nina Merkle
2018 J jnl
Road Segmentation in SAR Satellite Images With Deep Fully Convolutional Neural Networks.
IEEE Geosci. Remote. Sens. Lett.
Corentin Henry, Seyed Majid Azimi, Nina Merkle
2018 J jnl
Road Segmentation in SAR Satellite Images with Deep Fully-Convolutional Neural Networks.
CoRR
Corentin Henry, Seyed Majid Azimi, Nina Merkle
2017 J jnl
Exploiting Deep Matching and SAR Data for the Geo-Localization Accuracy Improvement of Optical Satellite Images.
Remote. Sens.
Nina Merkle, Wenjie Luo, Stefan Auer, Rupert Müller, Raquel Urtasun
2017 C conf
On the possibility of conditional adversarial networks for multi-sensor image matching.
IGARSS
Nina Merkle, Peter Fischer, Stefan Auer, Rupert Müller