Multiview Subspace Clustering by an Enhanced Tensor Nuclear Norm

Simple implementation of our paper WTSNM_MVSC. The details can be found in the IEEE-TC2021 paper.

requirements

• MATLAB R2018b

run

run_cluster.m

Citation

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

@artical{XiaZGSHG21,
  author = {Wei {Xia} and
            Xiangdong {Zhang} and 
            Quanxue {Gao} and
            Xiaochuang {Shu} and
            Jungong {Han} and
            Xinbo {Gao}},
  journal={IEEE Transactions on Cybernetics}, 
  title={Multiview Subspace Clustering by an Enhanced Tensor Nuclear Norm}, 
  year={2021},
  doi={10.1109/TCYB.2021.3052352}
}

Update Log

Uploading the source codes and demo dataset! May-31th-2022