Projects

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I aim to develop novel low-rank tensor models that recover 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, such as the standard DFT-based TNN, the unitary transformed TNN, the framelet transformed TNN, and the nonlinear transformed TNN.
  ○ Main contributors: Ben-Zheng Li, Yu-Bang Zheng, Tai-Xiang Jiang, Xi-Le Zhao, Michael K. Ng
  ○ Time: May 1, 2023 - present