Nina Merkle

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Satellite Images

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Sebastian Gapp, Nina Merkle, Corentin Henry
Satellite Image Augmentation Via Seamless Instance Blending For Building Damage Segmentation. IGARSS (2023)
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)
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 (2023)
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)
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)
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)
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)
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)
Lloyd Haydn Hughes, Nina Merkle, Tatjana Bürgmann, Stefan Auer, Michael Schmitt
Deep Learning for SAR-Optical Image Matching. IGARSS (2019)
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)
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) (2019)
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) (2018)
Corentin Henry, Seyed Majid Azimi, Nina Merkle
Road Segmentation in SAR Satellite Images with Deep Fully-Convolutional Neural Networks. CoRR (2018)
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) (2018)
Nina Merkle, Peter Fischer, Stefan Auer, Rupert Müller
On the possibility of conditional adversarial networks for multi-sensor image matching. IGARSS (2017)
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) (2017)