Lichao Mou

Research.com Recognitions

• 2025 - Research.com Rising Stars Award

Overview

Best Publications

• Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

  Xiao Xiang Zhu;Devis Tuia;Lichao Mou;Gui-Song Xia

  2799
  Citations

• Deep learning in remote sensing: a review

  Xiao Xiang Zhu;Devis Tuia;Lichao Mou;Gui-Song Xia

  2559
  Citations

• Deep Recurrent Neural Networks for Hyperspectral Image Classification

  Unknown

  1616
  Citations

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

  Lichao Mou;Lorenzo Bruzzone;Xiao Xiang Zhu

  392
  Citations

• Self-Supervised Learning in Remote Sensing: A review

  Unknown

  358
  Citations

• Learning a Transferable Change Rule from a Recurrent Neural Network for Land Cover Change Detection

  Haobo Lyu;Hui Lu;Lichao Mou

  351
  Citations

• Unsupervised Spectral–Spatial Feature Learning via Deep Residual Conv–Deconv Network for Hyperspectral Image Classification

  Lichao Mou;Pedram Ghamisi;Xiao Xiang Zhu

  300
  Citations

• Deep Learning Meets SAR: Concepts, Models, Pitfalls, and Perspectives

  Xiaoxiang Zhu;Sina Montazeri;Mohsin Ali;Yuansheng Hua

  295
  Citations

• Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification

  Lichao Mou;Xiaoqiang Lu;Xuelong Li;Xiao Xiang Zhu

  254
  Citations

• Identifying Corresponding Patches in SAR and Optical Images With a Pseudo-Siamese CNN

  Lloyd H. Hughes;Michael Schmitt;Lichao Mou;Yuanyuan Wang

  241
  Citations

• Scene Recognition by Manifold Regularized Deep Learning Architecture

  Yuan Yuan;Lichao Mou;Xiaoqiang Lu

  231
  Citations

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

  Lichao Mou;Lorenzo Bruzzone;Xiao Xiang Zhu

  227
  Citations

• Learning to Pay Attention on Spectral Domain: A Spectral Attention Module-Based Convolutional Network for Hyperspectral Image Classification

  Lichao Mou;Xiao Xiang Zhu

  216
  Citations

• HSF-Net: Multiscale Deep Feature Embedding for Ship Detection in Optical Remote Sensing Imagery

  Qingpeng Li;Lichao Mou;Qingjie Liu;Yunhong Wang

  198
  Citations

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

  Lichao Mou;Yuansheng Hua;Xiao Xiang Zhu

  198
  Citations

• Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images

  Lei Ding;Haitao Guo;Sicong Liu;Lichao Mou

  197
  Citations

• Semi-Supervised Multitask Learning for Scene Recognition

  Xiaoqiang Lu;Xuelong Li;Lichao Mou

  194
  Citations

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

  Yuansheng Hua;Yuansheng Hua;Lichao Mou;Lichao Mou;Xiao Xiang Zhu;Xiao Xiang Zhu

  179
  Citations

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

  Lichao Mou;Yuansheng Hua;Xiao Xiang Zhu

  178
  Citations

• HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline

  Konrad Heidler;Lichao Mou;Celia Baumhoer;Andreas Dietz

  176
  Citations

• Vehicle Instance Segmentation From Aerial Image and Video Using a Multitask Learning Residual Fully Convolutional Network

  Lichao Mou;Xiao Xiang Zhu

  172
  Citations

• Local climate zone-based urban land cover classification from multi-seasonal Sentinel-2 images with a recurrent residual network.

  Chunping Qiu;Lichao Mou;Lichao Mou;Michael Schmitt;Xiao Xiang Zhu;Xiao Xiang Zhu

  154
  Citations

• HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline

  Konrad Heidler;Lichao Mou;Celia A. Baumhoer;Andreas J. Dietz

  131
  Citations

• An Unsupervised Remote Sensing Change Detection Method Based on Multiscale Graph Convolutional Network and Metric Learning

  Xu Tang;Huayu Zhang;Lichao Mou;Fang Liu

  127
  Citations

• 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;Yilei Shi

  127
  Citations

• IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network.

  Lichao Mou;Xiao Xiang Zhu

  101
  Citations