Yuansheng Hua

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

A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes

Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu · 2019 · 215 citations

Computing, Computer Science, Computer Vision +16

Relation Matters: Relational Context-Aware Fully Convolutional Network for Semantic Segmentation of High-Resolution Aerial Images

Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 203 citations · Full text

Computing, Computer Science, Geoinformatics +17

Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification

Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu · ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 186 citations · Full text

Computing, Computer Science, Computer Vision +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