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Ting Xu (徐婷)

Ph.D in Mathematics
tingxu@cdut.edu.cn


About Me

I’m currently working with School of Mathematical Sciences, Chengdu University of Technology (CDUT). In 2024, I got my Ph.D degree in Mathematics with the School of Mathematical Sciences, University of Electronic Science and Technology of China (UESTC), Chengdu, China, under the supervision of Prof. Ting-Zhu Huang and Prof. Liang-Jian Deng.

My research interests include image processing, image fusion, tensor decomposition, and deep learning.

Experience

Work Experience

Education Experience

Selected Publications [Google Scholar]

  1. IEEE TGRS
    A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion
    Ting Xu, Ting-Zhu Huang*, Liang-Jian Deng*, Jin-Liang Xiao, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
    IEEE Transactions on Geoscience and Remote Sensing, 2024.
    PDF Code BibTex
  2. CAM
    TR-STF: a fast and accurate tensor ring decomposition algorithm via defined scaled tri-factorization
    Ting Xu, Ting-Zhu Huang*, Liang-Jian Deng*, Hong-Xia Dou, Naoto Yokoya
    Computational and Applied Mathematics, 2023.
    PDF Code BibTex

  3. IEEE TGRS
    An Iterative Regularization Method Based on Tensor Subspace Representation for Hyperspectral Image Super-Resolution
    Ting Xu, Ting-Zhu Huang*, Liang-Jian Deng*, Naoto Yokoya
    IEEE Transactions on Geoscience and Remote Sensing, 2022.
    PDF Code BibTex

  4. JVCIR
    Exemplar-based image inpainting using adaptive two-stage structure-tensor based priority function and nonlocal filtering
    Ting Xu, Ting-Zhu Huang*, Liang-Jian Deng*, Xi-Le Zhao, and Jin-Fan Hu
    Journal of Visual Communication and Image Representation, 2022.
    PDF Code BibTex

  5. IEEE IGARSS
    A Variational Approach with Nonlocal Self-Similarity and Joint-Sparsity for Hyperspectral Image Super-Resolution
    Ting Xu, Ting-Zhu Huang*, Yong Chen, Jie Huang, Liang-Jian Deng*
    IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021.
    PDF Code BibTex

  6. IEEE JSTARS
    Hyperspectral Image Superresolution Using Unidirectional Total Variation With Tucker Decomposition
    Ting Xu, Ting-Zhu Huang*, Liang-Jian Deng*, Xi-Le Zhao, Jie Huang.
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020.
    PDF Code BibTex
    • Cheng-Wei Sun, Ting-Zhu Huang*, Ting Xu, Liang-Jian Deng*, "NF-3DLogTNN: An effective hyperspectral and multispectral image fusion method based on nonlocal low-fibered-rank regularization", Applied Mathematical Modelling, 2023.

Reviewer

Awards and Honors