Linlin Xu

Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study

Lei Wang, K. Andrea Scott, Linlin Xu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 214 citations

Convolutional Neural Network, Engineering, Machine Learning +20

A hybrid CNN-GRU model for predicting soil moisture in maize root zone

Jingxin Yu, Xin Zhang, Linlin Xu et al. · Agricultural Water Management · 2020 · 170 citations

Agricultural Engineering, Precision Agriculture, Hybrid Cnn-gru Model +8

Detecting global urban expansion over the last three decades using a fully convolutional network

Chunyang He, Zhifeng Liu, Siyuan Gou et al. · Environmental Research Letters · 2018 · 164 citations · Full text

A comparative study of different classification techniques for marine oil spill identification using RADARSAT-1 imagery

Linlin Xu, Jonathan Li, Alexander Brenning · Remote Sensing of Environment · 2013 · 162 citations

Radar, Environmental Monitoring, Image Analysis +15

3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification

Dening Lu, Qian Xie, Kyle Gao et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 108 citations

Convolutional Neural Network, Engineering, Machine Learning +16