Nina Merkle

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

Corentin Henry, Seyed Majid Azimi, Nina Merkle · IEEE Geoscience and Remote Sensing Letters · 2018 · 198 citations · Full text

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

Nina Merkle, Stefan Auer, Rupert Müller et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2018 · 154 citations

Convolutional Neural Network, Engineering, Machine Learning +18

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

Mario Fuentes Reyes, Stefan Auer, Nina Merkle et al. · Remote Sensing · 2019 · 150 citations · Full text

Convolutional Neural Network, High Resolution, Engineering +20

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

Nina Merkle, Wenjie Luo, Stefan Auer et al. · Remote Sensing · 2017 · 115 citations · Full text

Engineering, Deep Matching, Siamese Neural Network +21

Deep Learning for SAR-Optical Image Matching

Lloyd Haydn Hughes, Nina Merkle, Tatjana Bürgmann et al. · 2019 · 36 citations

Convolutional Neural Network, Engineering, Machine Learning +17