Accelerated Stochastic Variance Reduction Gradient Algorithms for Robust Subspace Clustering

Accelerated Stochastic Variance Reduction Gradient Algorithms for Robust Subspace Clustering

Robust face clustering enjoys a wide range of applications for gate passes, surveillance systems and security analysis in embedded sensors. Nevertheless, existing algorithms have limitations in finding accurate clusters when data contain noise (e.g., occluded face clustering and recognition). It is...

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Bibliographic Details
Main Authors: Hongying Liu, Linlin Yang, Longge Zhang, Fanhua Shang, Yuanyuan Liu, Lijun Wang
Format: Article
Language:English
Published: MDPI AG 2024-06-01
Series:Sensors
Subjects:
sparse subspace clustering
face clustering
stochastic optimization
variance reduction
Online Access:https://www.mdpi.com/1424-8220/24/11/3659

Internet

https://www.mdpi.com/1424-8220/24/11/3659

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