Xi-Le Zhao

Overview

Best Publications

• Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial–Spectral Prior

  Unknown

  495
  Citations

• Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition

  Yao Wang;Jiangjun Peng;Qian Zhao;Yee Leung

  444
  Citations

• Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion

  Tai-Xiang Jiang;Michael K. Ng;Xi-Le Zhao;Ting-Zhu Huang

  268
  Citations

• Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank Regularization

  Yu-Bang Zheng;Ting-Zhu Huang;Xi-Le Zhao;Tai-Xiang Jiang

  240
  Citations

• Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration

  Yi Chang;Luxin Yan;Xi-Le Zhao;Houzhang Fang

  196
  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

  188
  Citations

• Deblurring and Sparse Unmixing for Hyperspectral Images

  Xi-Le Zhao;Fan Wang;Ting-Zhu Huang;M. K. Ng

  181
  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

• Tensor completion using total variation and low-rank matrix factorization

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

  173
  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

• A New Convex Optimization Model for Multiplicative Noise and Blur Removal

  Xi Le Zhao;Xi Le Zhao;Fan Wang;Michael K. Ng

  146
  Citations

• Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion

  Yu-Bang Zheng;Ting-Zhu Huang;Xi-Le Zhao;Qibin Zhao

  140
  Citations

• Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting

  Unknown

  139
  Citations

• GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification

  Unknown

  135
  Citations

• Remote sensing images destriping using unidirectional hybrid total variation and nonconvex low-rank regularization

  Jing-Hua Yang;Xi-Le Zhao;Tian-Hui Ma;Yong Chen

  124
  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

• Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image

  Yu-Bang Zheng;Ting-Zhu Huang;Xi-Le Zhao;Yong Chen

  118
  Citations

• Low-rank tensor train for tensor robust principal component analysis

  Jing-Hua Yang;Xi-Le Zhao;Teng-Yu Ji;Tian-Hui Ma

  111
  Citations

• A non-convex tensor rank approximation for tensor completion

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

  102
  Citations

• Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising

  Yong Chen;Wei He;Naoto Yokoya;Ting-Zhu Huang

  102
  Citations

• Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery

  Yu-Bang Zheng;Ting-Zhu Huang;Xi-Le Zhao;Tai-Xiang Jiang

  99
  Citations

• Deep plug-and-play prior for low-rank tensor completion

  Xi-Le Zhao;Wen-Hao Xu;Tai-Xiang Jiang;Yao Wang;Yao Wang

  89
  Citations

• Speckle noise removal in ultrasound images by first- and second-order total variation

  Si Wang;Ting-Zhu Huang;Xi-Le Zhao;Jin-Jin Mei

  76
  Citations

• Low-rank tensor completion via smooth matrix factorization

  Yu-Bang Zheng;Ting-Zhu Huang;Teng-Yu Ji;Xi-Le Zhao

  60
  Citations

• Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition

  Yao Wang;Jiangjun Peng;Qian Zhao;Deyu Meng

  1
  Citations