Xiao Xiang Zhu

Deep Recurrent Neural Networks for Hyperspectral Image Classification

Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 1.4K citations

Computing, Computer Science, Computer Vision +16

A survey of uncertainty in deep neural networks

Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali et al. · Artificial Intelligence Review · 2023 · 1.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery

Lichao Mou, Lorenzo Bruzzone, Xiao Xiang Zhu · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 608 citations · Full text

Computing, Computer Science, Earth Sciences +17

Tomographic SAR Inversion by $L_{1}$ -Norm Regularization—The Compressive Sensing Approach

Xiao Xiang Zhu, Richard Bamler · IEEE Transactions on Geoscience and Remote Sensing · 2010 · 525 citations · Full text

Engineering, Earth Sciences, Biomedical Imaging +14

Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks

Danfeng Hong, Bing Zhang, Hao Li et al. · Remote Sensing of Environment · 2023 · 491 citations · Full text

Computing, Geoinformatics, Computer Vision +14