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Books and Theses
- 2018
[b1]Nina Merkle:
Geo-localization Refinement of Optical Satellite Images by Embedding Synthetic Aperture Radar Data in Novel Deep Learning Frameworks. University of Osnabrück, Germany, 2018
Journal Articles
- 2019
- [j4]Mario Fuentes Reyes
, Stefan Auer, Nina Merkle, Corentin Henry, Michael Schmitt:
SAR-to-Optical Image Translation Based on Conditional Generative Adversarial Networks - Optimization, Opportunities and Limits. Remote. Sens. 11(17): 2067 (2019) - 2018
- [j3]Corentin Henry, Seyed Majid Azimi, Nina Merkle:
Road Segmentation in SAR Satellite Images With Deep Fully Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. 15(12): 1867-1871 (2018) - [j2]Nina Merkle, Stefan Auer, Rupert Müller, Peter Reinartz:
Exploring the Potential of Conditional Adversarial Networks for Optical and SAR Image Matching. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(6): 1811-1820 (2018) - 2017
- [j1]Nina Merkle, Wenjie Luo, Stefan Auer, Rupert Müller, Raquel Urtasun:
Exploiting Deep Matching and SAR Data for the Geo-Localization Accuracy Improvement of Optical Satellite Images. Remote. Sens. 9(6): 586 (2017)
Conference and Workshop Papers
- 2024
- [c11]Anne Schneibel, Thomas Esch, Peter Friedl, Sebastian Gapp, Corentin Henry, Mattia Marconcini, Nina Merkle, Annekatrin Metz-Marconcini, Anna Orthofer, Konstanze Lechner:
User Optimized Provision of Conflict Related Satellite- and Geoinformation - Ukraine Case Study. IGARSS 2024: 2663-2667 - 2023
- [c10]Nina Merkle, Reza Bahmanyar, Corentin Henry, Seyed Majid Azimi, Xiangtian Yuan, Simon Schopferer, Veronika Gstaiger, Stefan Auer, Anne Schneibel, Marc Wieland, Thomas Kraft:
Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI. ICCV (Workshops) 2023: 3772-3776 - [c9]Marc Wieland, Nina Merkle, Anne Schneibel, Corentin Henry, Konstanze Lechner, Xiangtian Yuan, Seyed Majid Azimi, Veronika Gstaiger, Sandro Martinis:
AD-HOC Situational Awareness During Floods Using Remote Sensing Data and Machine Learning Methods. IGARSS 2023: 1166-1169 - [c8]Sebastian Gapp, Nina Merkle, Corentin Henry:
Satellite Image Augmentation Via Seamless Instance Blending For Building Damage Segmentation. IGARSS 2023: 5182-5185 - 2022
- [c7]Anne Schneibel, Nina Merkle, Marc Wieland, Konstanze Lechner, Seyemajid Azimi, Fabian Henkel, Corentin Henry, Ralph Kiefl, Xiangtian Yuan, Monika Gähler:
User-driven flood response & monitoring information - Key findings of the Data4Human project. GHTC 2022: 46-53 - 2020
- [c6]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:
Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 1. IGARSS 2020: 7054-7057 - [c5]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:
Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 2. IGARSS 2020: 7066-7069 - 2019
- [c4]Lloyd Haydn Hughes, Nina Merkle, Tatjana Bürgmann, Stefan Auer, Michael Schmitt:
Deep Learning for SAR-Optical Image Matching. IGARSS 2019: 4877-4880 - [c3]Nina Merkle, Seyed Majid Azimi, Sebastian Pless, Franz Kurz:
Semantic Vehicle Segmentation in Very High Resolution Multispectral Aerial Images Using Deep Neural Networks. IGARSS 2019: 5045-5048 - [c2]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:
3D Semantic Segmentation from Multi-View Optical Satellite Images. IGARSS 2019: 5053-5056 - 2017
- [c1]Nina Merkle, Peter Fischer, Stefan Auer, Rupert Müller:
On the possibility of conditional adversarial networks for multi-sensor image matching. IGARSS 2017: 2633-2636
Informal and Other Publications
- 2023
- [i2]Nina Merkle, Reza Bahmanyar, Corentin Henry, Seyed Majid Azimi, Xiangtian Yuan, Simon Schopferer, Veronika Gstaiger, Stefan Auer, Anne Schneibel, Marc Wieland, Thomas Kraft:
Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI. CoRR abs/2308.05074 (2023) - 2018
- [i1]Corentin Henry, Seyed Majid Azimi, Nina Merkle:
Road Segmentation in SAR Satellite Images with Deep Fully-Convolutional Neural Networks. CoRR abs/1802.01445 (2018)
Coauthor Index
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