Robust Multiview Subspace Clustering of Images via Tighter Rank Approximation

Robust Multiview Subspace Clustering of Images via Tighter Rank Approximation

In this paper, we focus on the multi-view subspace clustering problem under the framework of third order tensor. Recently, tensor nuclear norm (TNN) has been widely used in the multi-view subspace clustering problem. It is known that TNN is a convex surrogate of the tensor rank. However, TNN is line...

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Bibliographic Details
Main Authors: Xiaoli Sun, Youjuan Wang, Ming Yang, Xiujun Zhang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Multiview clustering
non-convex
t-SVD
tensor nuclear norm
tensor log-determinant
Online Access:https://ieeexplore.ieee.org/document/9445048/

Internet

https://ieeexplore.ieee.org/document/9445048/

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