Low-Rank Tensor Constrained Multiview Subspace Clustering

Zhang, Changqing; Fu, Huazhu; Liu, Si; Liu, Guangcan; Cao, Xiaochun

doi:10.1109/iccv.2015.185

Public

Low-Rank Tensor Constrained Multiview Subspace Clustering

Published • Dec 1, 2015

Authors:

Changqing Zhang

Huazhu Fu

Si Liu

Abstract

In this paper, we explore the problem of multiview subspace clustering. We introduce a low-rank tensor constraint to explore the complementary information from multiple views and, accordingly, establish a novel method called Low-rank Tensor constrained Multiview Subspace Clustering (LT-MSC). Our met...

Subject

Cluster analysis

Subspace topology

Tensor (intrinsic definition)

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