Yushi Chen

Best Publications

• Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

  Yushi Chen;Hanlu Jiang;Chunyang Li;Xiuping Jia

  2902
  Citations

• Deep Learning-Based Classification of Hyperspectral Data

  Yushi Chen;Zhouhan Lin;Xing Zhao;Gang Wang

  2798
  Citations

• Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network

  Yushi Chen;Xing Zhao;Xiuping Jia

  1321
  Citations

• Generative Adversarial Networks for Hyperspectral Image Classification

  Lin Zhu;Yushi Chen;Pedram Ghamisi;Jon Atli Benediktsson

  715
  Citations

• Advanced Spectral Classifiers for Hyperspectral Images: A review

  Pedram Ghamisi;Javier Plaza;Yushi Chen;Jun Li

  666
  Citations

• Spatial-Spectral Transformer for Hyperspectral Image Classification

  Unknown

  381
  Citations

• New Frontiers in Spectral-Spatial Hyperspectral Image Classification: The Latest Advances Based on Mathematical Morphology, Markov Random Fields, Segmentation, Sparse Representation, and Deep Learning

  Pedram Ghamisi;Emmanuel Maggiori;Shutao Li;Roberto Souza

  343
  Citations

• Hyperspectral Images Classification With Gabor Filtering and Convolutional Neural Network

  Yushi Chen;Lin Zhu;Pedram Ghamisi;Xiuping Jia

  270
  Citations

• Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification

  Zhaokui Li;Ming Liu;Yushi Chen;Yimin Xu

  266
  Citations

• Deep Fusion of Remote Sensing Data for Accurate Classification

  Yushi Chen;Chunyang Li;Pedram Ghamisi;Xiuping Jia

  236
  Citations

• Convolutional recurrent neural networks: Learning spatial dependencies for image representation

  Zhen Zuo;Bing Shuai;Gang Wang;Xiao Liu

  203
  Citations

• Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification

  Yushi Chen;Kaiqiang Zhu;Lin Zhu;Xin He

  186
  Citations

• Heterogeneous Transfer Learning for Hyperspectral Image Classification Based on Convolutional Neural Network

  Xin He;Yushi Chen;Pedram Ghamisi

  168
  Citations

• A Self-Improving Convolution Neural Network for the Classification of Hyperspectral Data

  Pedram Ghamisi;Yushi Chen;Xiao Xiang Zhu

  163
  Citations

• Deep Learning Ensemble for Hyperspectral Image Classification

  Yushi Chen;Ying Wang;Yanfeng Gu;Xin He

  149
  Citations

• Transferring CNN With Adaptive Learning for Remote Sensing Scene Classification

  Unknown

  148
  Citations

• Transformer with Transfer CNN for Remote-Sensing-Image Object Detection

  Unknown

  146
  Citations

• Learning Contextual Dependence With Convolutional Hierarchical Recurrent Neural Networks

  Zhen Zuo;Bing Shuai;Gang Wang;Xiao Liu

  122
  Citations

• Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification

  Kaiqiang Zhu;Yushi Chen;Pedram Ghamisi;Xiuping Jia

  117
  Citations

• Convolutional Neural Network-Based Radar Jamming Signal Classification With Sufficient and Limited Samples

  Unknown

  112
  Citations