Yilei Shi

Deep Learning Meets SAR: Concepts, models, pitfalls, and perspectives

Xiao Xiang Zhu, Sina Montazeri, Mohsin Ali et al. · IEEE Geoscience and Remote Sensing Magazine · 2021 · 314 citations

Radar, Data Augmentation, Convolutional Neural Network +11

The urban morphology on our planet – Global perspectives from space

Xiao Xiang Zhu, Chunping Qiu, Jingliang Hu et al. · Remote Sensing of Environment · 2021 · 149 citations · Full text

Building segmentation through a gated graph convolutional neural network with deep structured feature embedding

Yilei Shi, Qingyu Li, Xiao Xiang Zhu · ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 139 citations · Full text

So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [Software and Data Sets]

Xiao Xiang Zhu, Jingliang Hu, Chunping Qiu et al. · IEEE Geoscience and Remote Sensing Magazine · 2020 · 138 citations · Full text

Earth Observation, Engineering, Machine Learning +22

GLF-CR: SAR-enhanced cloud removal with global–local fusion

Fang Xu, Yilei Shi, Patrick Ebel et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2022 · 134 citations · Full text

Geophysics, Radar, Sar-enhanced Cloud Removal +15