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Structure-enhanced pairwise feature learning for face clustering

Abstract Face clustering groups massive unlabeled face images according to their underlying identities and has proven to be a valuable tool for data analysis. Most recent studies have utilized graph convolutional networks (GCNs) to explore the structural properties of faces, thereby effectively achi...

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Main Authors: Shaoying Li, Jie Li, Bincheng Wang, Wei Yao, Bo Liu
Format: Artigo
Language:Inglês
Published: Springer 2023-03-01
Series:Complex & Intelligent Systems
Subjects:
Face clustering
Pairwise relationship
Neighborhood mixing
Density clustering
Online Access:https://doi.org/10.1007/s40747-023-00982-z
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