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 · 329 citations · Full text

Computing, Computer Science, Data Science +17

The urban morphology on our planet – Global perspectives from space

Xiao Xiang Zhu, Chunping Qiu, Jingliang Hu et al. · Remote Sensing of Environment · 2021 · 159 citations · Full text

Computing, Geography, Geoinformatics +17

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 · 152 citations · Full text

Natural Sciences, Earth Sciences, Cloud Monitoring +16

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 · 146 citations · Full text

Computing, Computer Science, Geoinformatics +15

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 · 143 citations · Full text

Computing, Computer Science, Computer Vision +14