Liang-Jian Deng

Best Publications

• Detail Injection-Based Deep Convolutional Neural Networks for Pansharpening

  Liang-Jian Deng;Gemine Vivone;Cheng Jin;Jocelyn Chanussot

  258
  Citations

• Machine Learning in Pansharpening: A benchmark, from shallow to deep networks

  Unknown

  245
  Citations

• Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution

  Unknown

  225
  Citations

• Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks.

  Jin-Fan Hu;Ting-Zhu Huang;Liang-Jian Deng;Tai-Xiang Jiang

  208
  Citations

• A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors

  Tai-Xiang Jiang;Ting-Zhu Huang;Xi-Le Zhao;Liang-Jian Deng

  177
  Citations

• A directional global sparse model for single image rain removal

  Liang-Jian Deng;Ting-Zhu Huang;Xi-Le Zhao;Tai-Xiang Jiang

  162
  Citations

• GuidedNet: A General CNN Fusion Framework via High-Resolution Guidance for Hyperspectral Image Super-Resolution

  Unknown

  159
  Citations

• PSRT: Pyramid Shuffle-and-Reshuffle Transformer for Multispectral and Hyperspectral Image Fusion

  Unknown

  148
  Citations

• Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm

  Tai-Xiang Jiang;Tai-Xiang Jiang;Ting-Zhu Huang;Xi-Le Zhao;Liang-Jian Deng

  118
  Citations

• LAGConv: Local-Context Adaptive Convolution Kernels with Global Harmonic Bias for Pansharpening

  Unknown

  117
  Citations

• A Triple-Double Convolutional Neural Network for Panchromatic Sharpening

  Unknown

  113
  Citations

• A non-convex tensor rank approximation for tensor completion

  Teng-Yu Ji;Ting-Zhu Huang;Xi-Le Zhao;Tian-Hui Ma

  102
  Citations

• LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening

  Unknown

  102
  Citations

• Laplacian pyramid networks: A new approach for multispectral pansharpening

  Cheng Jin;Liang-Jian Deng;Ting-Zhu Huang;Gemine Vivone

  95
  Citations

• Joint-Sparse-Blocks and Low-Rank Representation for Hyperspectral Unmixing

  Jie Huang;Ting-Zhu Huang;Liang-Jian Deng;Xi-Le Zhao

  92
  Citations

• Hyperspectral Image Superresolution Using Unidirectional Total Variation With Tucker Decomposition

  Ting Xu;Ting-Zhu Huang;Liang-Jian Deng;Xi-Le Zhao

  91
  Citations

• A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function

  Liang-Jian Deng;Gemine Vivone;Weihong Guo;Mauro Dalla Mura

  86
  Citations

• An Iterative Regularization Method based on Tensor Subspace Representation for Hyperspectral Image Super-Resolution

  Unknown

  85
  Citations

• FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors

  Tai-Xiang Jiang;Ting-Zhu Huang;Xi-Le Zhao;Liang-Jian Deng

  81
  Citations

• Matrix factorization for low-rank tensor completion using framelet prior

  Tai-Xiang Jiang;Ting-Zhu Huang;Xi-Le Zhao;Teng-Yu Ji

  81
  Citations