Enhanced Multi-View Subspace Clustering via Twist Tensor Nuclear Norm and Constraint Propagation

Multi-view subspace clustering (MVSC) can effectively group multi-view data distributed around several low-dimensional subspaces. Although encouraging results, most existing methods suffer from two typical limitations, resulting in clustering performance degradation. They ignore high-order correlati...

Full description

Bibliographic Details
Main Authors: Wei Yan, Yu Wang, Mengxin Wang, Junjie Yang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10122544/