Low-rank sparse subspace clustering with a clean dictionary

Low-Rank Representation (LRR) and Sparse Subspace Clustering (SSC) are considered as the hot topics of subspace clustering algorithms. SSC induces the sparsity through minimizing the l 1 -norm of the data matrix while LRR promotes a low-rank structure through minimizing the nuclear norm. In this pap...

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Bibliographic Details
Main Authors: Cong-Zhe You, Zhen-Qiu Shu, Hong-Hui Fan
Format: Article
Language:English
Published: SAGE Publishing 2021-01-01
Series:Journal of Algorithms & Computational Technology
Online Access:https://doi.org/10.1177/1748302620983690