Yanfeng Gu

Best Publications

• Deep Learning-Based Classification of Hyperspectral Data

  Yushi Chen;Zhouhan Lin;Xing Zhao;Gang Wang

  2798
  Citations

• Deep Feature Fusion for VHR Remote Sensing Scene Classification

  Souleyman Chaib;Huan Liu;Yanfeng Gu;Hongxun Yao

  477
  Citations

• Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification

  Yanfeng Gu;Tianzhu Liu;Xiuping Jia;Jon Atli Benediktsson

  241
  Citations

• Multiple Kernel Learning for Hyperspectral Image Classification: A Review

  Yanfeng Gu;Jocelyn Chanussot;Xiuping Jia;Jon Atli Benediktsson

  239
  Citations

• Deep Fusion of Remote Sensing Data for Accurate Classification

  Yushi Chen;Chunyang Li;Pedram Ghamisi;Xiuping Jia

  236
  Citations

• Representative Multiple Kernel Learning for Classification in Hyperspectral Imagery

  Unknown

  218
  Citations

• A Kernel-Based Nonparametric Regression Method for Clutter Removal in Infrared Small-Target Detection Applications

  Unknown

  205
  Citations

• Deep Learning Ensemble for Hyperspectral Image Classification

  Yushi Chen;Ying Wang;Yanfeng Gu;Xin He

  149
  Citations

• Discriminative Multiple Kernel Learning for Hyperspectral Image Classification

  Qingwang Wang;Yanfeng Gu;Devis Tuia

  138
  Citations

• A Selective KPCA Algorithm Based on High-Order Statistics for Anomaly Detection in Hyperspectral Imagery

  Unknown

  133
  Citations

• Recent developments and trends in point set registration methods

  Baraka Maiseli;Yanfeng Gu;Huijun Gao

  130
  Citations

• A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification

  Yanfeng Gu;Qingwang Wang;Xiuping Jia;Jon Atli Benediktsson

  128
  Citations

• Integration of Spatial–Spectral Information for Resolution Enhancement in Hyperspectral Images

  Unknown

  125
  Citations

• Tensor Matched Subspace Detector for Hyperspectral Target Detection

  Unknown

  101
  Citations

• Multimodal hyperspectral remote sensing: an overview and perspective

  Yanfeng Gu;Tianzhu Liu;Guoming Gao;Guangbo Ren

  86
  Citations

• Multiple Kernel Learning via Low-Rank Nonnegative Matrix Factorization for Classification of Hyperspectral Imagery

  Unknown

  73
  Citations

• Superpixel-Based Intrinsic Image Decomposition of Hyperspectral Images

  Unknown

  70
  Citations

• Optimized Laplacian SVM With Distance Metric Learning for Hyperspectral Image Classification

  Unknown

  69
  Citations

• Class-Specific Sparse Multiple Kernel Learning for Spectral–Spatial Hyperspectral Image Classification

  Tianzhu Liu;Yanfeng Gu;Xiuping Jia;Jon Atli Benediktsson

  67
  Citations

• Region-Enhanced Convolutional Neural Network for Object Detection in Remote Sensing Images

  Jianjun Lei;Xiaowei Luo;Leyuan Fang;Mengyuan Wang

  52
  Citations