Projects

I aim to develop novel low-rank tensor models that recovery high-dimensional images.

Open-Source Research Projects

  • TransTNN Toolbox: Transformed Tensor Nuclear Norm Toolbox.
    ○ About this toolbox: Transformed tensor nuclear norm has achieved promising results for high-dimensional image recovery. TransTNN toolbox provides some classical transformed tensor nuclear norm methods in MATLAB with tensor completion as an example.
    ○ Main contributors: Ben-Zheng Li, Yu-Bang Zheng, Tai-Xiang Jiang, Xi-Le Zhao, Michael K. Ng
    ○ Time: May 1, 2023 - present