A portable clustering algorithm based on compact neighbors for face tagging

We focus on the following problem: Given a collection of unlabeled facial images, group them into the individual identities where the number of subjects is not known. To this end, a Portable clustering algorithm based on Compact Neighbors called PCN is proposed. (1) Benefiting from the compact neigh...

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Veröffentlicht in:	Neural networks Jg. 154; S. 508 - 520
Hauptverfasser:	Pei, Shenfei, Zhang, Yuze, Wang, Rong, Nie, Feiping
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States Elsevier Ltd 01.10.2022
Schlagworte:	Algorithms Cluster Analysis Compact neighbors Fast clustering Humans Scalability Unsupervised Fast clustering Unsupervised Compact neighbors Scalability
ISSN:	0893-6080, 1879-2782, 1879-2782
Online-Zugang:	Volltext
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