Liang-Jian Deng

Liang-Jian Deng publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Liang-Jian Deng sits on this spectrum.

Liang-Jian Deng D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Liang-Jian Deng sits on this spectrum.

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