Xi-Le Zhao

1. Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery
   2022/12/01 by Yisi Luo, Xi-Le Zhao, Luo, Yisi +7 · 15 citations
   Computer Science · Engineering · Mathematics · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications #electronic engineering #information engineering
2. Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition
   2017/07/08 by Yao Wang, Wang, Yao, Jiangjun Peng +9 · 7 citations
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques
3. Dictionary Learning with Low-rank Coding Coefficients for Tensor Completion
   2020/09/26 by Tai-Xiang Jiang, Xi-Le Zhao, Jiang, Tai-Xiang +5 · 4 citations
   Computer Science · Engineering · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
4. Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior
   2022/10/09 by Xiaole Tang, Tang, Xiaole, Xi-Le Zhao +9 · 5 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Image Processing Techniques and Applications
5. Revisiting Nonlocal Self-Similarity from Continuous Representation
   2024/01/01 by Yisi Luo, Luo, Yisi, Xi-Le Zhao +3 · 7 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
6. Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery
   2018/12/03 by Yu‐Bang Zheng, Zheng, Yu-Bang, Ting‐Zhu Huang +9 · 2 citations
   Engineering · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Tensor decomposition and applications
7. Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion
   2021/10/17 by Ben-Zheng Li, Li, Ben-Zheng, Xi-Le Zhao +7 · 2 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
8. Forecasting Sparse Movement Speed of Urban Road Networks with Nonstationary Temporal Matrix Factorization
   2022/03/20 by Xinyu Chen, Chengyuan Zhang, Chen, Xinyu +7 · 2 citations
   Computer Science · Mathematics · #Time Series Analysis and Forecasting #Statistical and numerical algorithms
9. NeurTV: Total Variation on the Neural Domain
   2024/05/27 by Yisi Luo, Xi-Le Zhao, Luo, Yisi +5 · 4 citations
   Neuroscience · #68T45 #68U10 #94A08 #Cerebrospinal fluid and hydrocephalus #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
10. Tensor train rank minimization with nonlocal self-similarity for tensor\n completion
    2020/04/29 by Meng Ding, Ting‐Zhu Huang, Ding, Meng +7 · 1 citation
    Computer Science · Engineering · #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques #Medical Image Segmentation Techniques
11. Unsupervised Image Deraining: Optimization Model Driven Deep CNN
    2022/03/25 by Chang‐Feng Yu, Yi Chang, Yu, Changfeng +7 · 1 citation
    Computer Science · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #Urban Heat Island Mitigation #Video Surveillance and Tracking Methods #electronic engineering #information engineering
12. Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing
    2022/05/08 by Meng Ding, Xiao Fu, Ding, Meng +3 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Medical Image Segmentation Techniques #Remote-Sensing Image Classification #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering