SAR / EO Domain

Deep Learning Meets SAR

Generating high quality visible images from SAR images using CNNs

Deep Learning for SAR Image Classification

SAR Image Classification Using Few-shot Cross-domain Transfer Learning

Road Segmentation in SAR Satellite Images with Deep Fully-Convolutional Neural Networks

Robust SAR Automatic Target Recognition Based on Transferred MS-CNN with L2 -Regularization

Road Detection in Dense Urban Areas Using SAR Imagery and the Usefulness of Multiple Views

Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks

HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data

Large-scale Building Height Estimation from Single VHR SAR image Using Fully Convolutional Network and GIS building footprints

Building extraction from VHR remote sensing imagery by combining an improved deep convolutional encoder-decoder architecture and historical land use vector map

SpaceNet 6: Multi-Sensor All Weather Mapping Dataset

HQ-ISNet: High-Quality Instance Segmentation for Remote Sensing Imagery

Large-scale detection and categorization of oil spills from SAR images with deep learning

Polarimetric SAR Image Semantic Segmentation with 3D Discrete Wavelet Transform and Markov Random Field

Change Detection in Heterogeneous Optical and SAR Remote Sensing Images via Deep Homogeneous Feature Fusion