Jie Huang  (黄捷)

   

    University of Electronic Science and Technology of China

    Email: huangjie_uestc@uestc.edu.cn; happyjie07mo@163.com

    Office: Innovation Center A-404, Qingshuihe Campus, Chengdu, Sichuan, China

I received the Ph.D. degree (supervised by Prof. Ting-Zhu Huang) from the University of Electronic Science and Technology of China (UESTC), Chengdu, China, in 2013. From Jan. 2012 to Jan. 2013, I visited Prof. Raymond Honfu Chan as a Joint-Training Ph.D. student at the Chinese University of Hong Kong (CUHK), Hong Kong, China. I am an Associate Professor with the School of Mathematical Sciences of UESTC. My research interests include remote sensing, image processing, and numerical linear algebra.

 

Publications (Selected):


  • Mixing Support Detection Based Alternating Direction Method of Multipliers for Sparse Hyperspectral Image Unmixing
    Jie Huang*, Shuang Liang, Liang-Jian Deng
    Submitted to Journal of Mathematical Imaging and Vision,   [pdf]   [Appendix_MSD]   style="color: blue">[Matlab_Code]

  • Multidimensional Low-Rank Representation for Sparse Hyperspectral Unmixing
    Ling Wu, Jie Huang*, Ming-Shuang Guo
    IEEE Geoscience and Remote Sensing Letters, 20: 5502805, 2023.   [pdf]  [Matlab_Code]

  • Bilateral Joint-Sparse Regression for Hyperspectral Unmixing
    Jie Huang, Wu-Chao Di, Jin-Ju Wang, Jie Lin, Ting-Zhu Huang
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14: 10147-10161, 2021.   [pdf]  [Matlab_Code]

  • Nonlocal Tensor-Based Sparse Hyperspectral Unmixing
    Jie Huang*, Ting-Zhu Huang*, Xi-Le Zhao, Liang-Jian Deng
    IEEE Transactions on Geoscience and Remote Sensing, 59(8): 6854-6868, 2021.
    [pdf]  [Matlab_Code]

  • Joint-Sparse-Blocks and Low-Rank Representation for Hyperspectral Unmixing
    Jie Huang, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao
    IEEE Transactions on Geoscience and Remote Sensing, 57(4):2419-2438, 2019.   [pdf]  [Matlab_Code]

  • Bilateral Filter Based Total Variation Regularization for Sparse Hyperspectral Image Unmixing
    Xiao Li, Jie Huang*, Liang-Jian Deng, Ting-Zhu Huang
    Information Sciences, 504:334-353, 2019.   [pdf]  [Matlab_Code]

  • Hyperspectral Image Superresoluition 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]  [Matlab_Code]

  • Endmember Independence Constrained Hyperspectral Unmixing via Nonnegative Tensor Factorization
    Jin-Ju Wang, Ding-Cheng Wang, Ting-Zhu Huang*, Jie Huang*, Xi-Le Zhao, Liang-Jian Deng
    Knowledge-Based Systems, 216: 106657, 2021.
    [pdf]  [Code will be available]

  • Nonstationary Iterated Thresholding Algorithms for Image Deblurring
    Jie Huang*, Marco Donatelli, and Raymond H. Chan
    Inverse Problems and Imaging,7(3): 717-736, 2013.
    [pdf]  

  • Monotonicity of Perturbed Tridiagonal M-Matrices
    Jie Huang, Ronald D Haynes, and Ting-Zhu Huang*
    SIAM J. Matrix Anal. Appl., 33(2): 681-700, 2012
    [pdf]