Nina Merkle

According to our database, Nina Merkle authored at least 15 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

AD-HOC Situational Awareness During Floods Using Remote Sensing Data and Machine Learning Methods.

Marc Wieland, Nina Merkle, Anne Schneibel, Corentin Henry, Konstanze Lechner, Xiangtian Yuan, Seyed Majid Azimi, Veronika Gstaiger, Sandro Martinis

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Satellite Image Augmentation Via Seamless Instance Blending For Building Damage Segmentation.

Sebastian Gapp, Nina Merkle, Corentin Henry

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI.

Nina Merkle, Reza Bahmanyar, Corentin Henry, Seyed Majid Azimi, Xiangtian Yuan, Simon Schopferer, Veronika Gstaiger, Stefan Auer, Anne Schneibel, Marc Wieland, Thomas Kraft

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

User-driven flood response & monitoring information - Key findings of the Data4Human project.

Anne Schneibel, Nina Merkle, Marc Wieland, Konstanze Lechner, Seyemajid Azimi, Fabian Henkel, Corentin Henry, Ralph Kiefl, Xiangtian Yuan, Monika Gähler

Proceedings of the IEEE Global Humanitarian Technology Conference, 2022

2020

Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 2.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 1.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

SAR-to-Optical Image Translation Based on Conditional Generative Adversarial Networks - Optimization, Opportunities and Limits.

Mario Fuentes Reyes, Stefan Auer, Nina Merkle, Corentin Henry, Michael Schmitt

Remote. Sens., 2019

3D Semantic Segmentation from Multi-View Optical Satellite Images.

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

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Semantic Vehicle Segmentation in Very High Resolution Multispectral Aerial Images Using Deep Neural Networks.

Nina Merkle, Seyed Majid Azimi, Sebastian Pless, Franz Kurz

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Deep Learning for SAR-Optical Image Matching.

Lloyd Haydn Hughes, Nina Merkle, Tatjana Bürgmann, Stefan Auer, Michael Schmitt

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Geo-localization Refinement of Optical Satellite Images by Embedding Synthetic Aperture Radar Data in Novel Deep Learning Frameworks

Nina Merkle

PhD thesis, 2018

Exploring the Potential of Conditional Adversarial Networks for Optical and SAR Image Matching.

Nina Merkle, Stefan Auer, Rupert Müller, Peter Reinartz

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Road Segmentation in SAR Satellite Images With Deep Fully Convolutional Neural Networks.

Corentin Henry, Seyed Majid Azimi, Nina Merkle

IEEE Geosci. Remote. Sens. Lett., 2018

2017

Exploiting Deep Matching and SAR Data for the Geo-Localization Accuracy Improvement of Optical Satellite Images.

Nina Merkle, Wenjie Luo, Stefan Auer, Rupert Müller, Raquel Urtasun

Remote. Sens., 2017

On the possibility of conditional adversarial networks for multi-sensor image matching.

Nina Merkle, Peter Fischer, Stefan Auer, Rupert Müller

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017