Double Graphs Regularized Multi-view Subspace Clustering

no code implementations • 30 Sep 2022 • Longlong Chen, Yulong Wang, Youheng Liu, Yutao Hu, Libin Wang

In this paper, we propose a novel Double Graphs Regularized Multi-view Subspace Clustering (DGRMSC) method, which aims to harness both global and local structural information of multi-view data in a unified framework.

Clustering Multi-view Subspace Clustering

Global Weighted Tensor Nuclear Norm for Tensor Robust Principal Component Analysis

no code implementations • 28 Sep 2022 • Libin Wang, Yulong Wang, Shiyuan Wang, Youheng Liu, Yutao Hu, Longlong Chen, Hong Chen

Tensor Robust Principal Component Analysis (TRPCA), which aims to recover a low-rank tensor corrupted by sparse noise, has attracted much attention in many real applications.