xdweixia/TPAMI2020_ETRPCA

MATLAB implementation for our TPAMI paper: Quanxue Gao;Pu Zhang;Wei Xia;Deyan Xie;Xinbo Gao;Dacheng Tao. Enhanced Tensor RPCA and Its Application. DOI: 10.1109/TPAMI.2020.3017672

Enhanced Tensor RPCA and Its Application

Simple implementation of our paper ETRPCA. The details can be found in our TPAMI paper.

requirements

• MATLAB R2018b
• The other dataset ori_noise_10.mat
• Put the ori_noise_10.mat in the folder "Dataset"

run

ETRPCA_Main.m

Citation

If you find our approach useful in your research, please consider citing:

@article{GaoZXXGT21,
  author    = {Quanxue Gao and
               Pu Zhang and
               Wei Xia and
               De{-}Yan Xie and
               Xinbo Gao and
               Dacheng Tao},
  title     = {Enhanced Tensor {RPCA} and its Application},
  journal   = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume    = {43},
  number    = {6},
  pages     = {2133--2140},
  year      = {2021}
}