Lianru Gao

Overview

Best Publications

• Graph Convolutional Networks for Hyperspectral Image Classification

  Danfeng Hong;Lianru Gao;Jing Yao;Bing Zhang

  1540
  Citations

• More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification

  Danfeng Hong;Lianru Gao;Naoto Yokoya;Jing Yao

  1230
  Citations

• SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers

  Danfeng Hong;Zhu Han;Jing Yao;Lianru Gao

  1129
  Citations

• Multisource Remote Sensing Data Classification Based on Convolutional Neural Network

  Xiaodong Xu;Wei Li;Qiong Ran;Qian Du

  633
  Citations

• BockNet: Blind-Block Reconstruction Network With a Guard Window for Hyperspectral Anomaly Detection

  Unknown

  552
  Citations

• Progress and Challenges in Intelligent Remote Sensing Satellite Systems

  Unknown

  423
  Citations

• Weighted-RXD and Linear Filter-Based RXD: Improving Background Statistics Estimation for Anomaly Detection in Hyperspectral Imagery

  Qiandong Guo;Bing Zhang;Qiong Ran;Lianru Gao

  301
  Citations

• Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning

  Lianru Gao;Danfeng Hong;Jing Yao;Bing Zhang

  262
  Citations

• Feature Extraction for Classification of Hyperspectral and LiDAR Data Using Patch-to-Patch CNN

  Mengmeng Zhang;Wei Li;Qian Du;Lianru Gao

  258
  Citations

• Deep Encoder-Decoder Networks for Classification of Hyperspectral and LiDAR Data

  Danfeng Hong;Lianru Gao;Renlong Hang;Bing Zhang

  229
  Citations

• Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing

  Danfeng Hong;Wei He;Naoto Yakoya;Jing Yao

  219
  Citations

• Deep Unsupervised Blind Hyperspectral and Multispectral Data Fusion

  Unknown

  218
  Citations

• Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery

  Bing Zhang;Shanshan Li;Xiuping Jia;Lianru Gao

  215
  Citations

• Hyperspectral Image Denoising and Anomaly Detection Based on Low-Rank and Sparse Representations

  Lina Zhuang;Lianru Gao;Bing Zhang;Xiyou Fu

  214
  Citations

• Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing.

  Danfeng Hong;Lianru Gao;Jing Yao;Naoto Yokoya

  204
  Citations

• NSCKL: Normalized Spectral Clustering With Kernel-Based Learning for Semisupervised Hyperspectral Image Classification

  Unknown

  192
  Citations

• Interpretable Hyperspectral Artificial Intelligence: When nonconvex modeling meets hyperspectral remote sensing

  Danfeng Hong;Wei He;Naoto Yokoya;Jing Yao

  189
  Citations

• Coupled Convolutional Neural Network With Adaptive Response Function Learning for Unsupervised Hyperspectral Super Resolution

  Ke Zheng;Lianru Gao;Wenzhi Liao;Danfeng Hong

  180
  Citations

• CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders

  Lianru Gao;Zhu Han;Danfeng Hong;Bing Zhang

  177
  Citations

• Enhanced Autoencoders With Attention-Embedded Degradation Learning for Unsupervised Hyperspectral Image Super-Resolution

  Unknown

  176
  Citations

• Endmember Extraction of Hyperspectral Remote Sensing Images Based on the Ant Colony Optimization (ACO) Algorithm

  Bing Zhang;Xun Sun;Lianru Gao;Lina Yang

  144
  Citations

• Remote Sensing Image Super-Resolution Using Novel Dense-Sampling Networks

  Xiaoyu Dong;Xu Sun;Xiuping Jia;Zhihong Xi

  143
  Citations

• Subspace-Based Support Vector Machines for Hyperspectral Image Classification

  Lianru Gao;Jun Li;Mahdi Khodadadzadeh;Antonio J. Plaza

  133
  Citations

• Building Extraction from High-Resolution Aerial Imagery Using a Generative Adversarial Network with Spatial and Channel Attention Mechanisms

  Xuran Pan;Xuran Pan;Fan Yang;Lianru Gao;Zhengchao Chen

  119
  Citations

• A Comparative Study on Linear Regression-Based Noise Estimation for Hyperspectral Imagery

  Lianru Gao;Qian Du;Bing Zhang;Wei Yang

  108
  Citations

• Water Body Extraction from Very High Spatial Resolution Remote Sensing Data Based on Fully Convolutional Networks

  Liwei Li;Zhi Yan;Qian Shen;Gang Cheng

  97
  Citations

• Multiscale Residual Network With Mixed Depthwise Convolution for Hyperspectral Image Classification

  Hongmin Gao;Yao Yang;Chenming Li;Lianru Gao

  96
  Citations