Deep density-based image clustering

Recently, deep clustering, which is able to perform feature learning that favors clustering tasks via deep neural networks, has achieved remarkable performance in image clustering applications. However, the existing deep clustering algorithms generally need the number of clusters in advance, which i...

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Bibliographic Details
Published in:	Knowledge-based systems Vol. 197; p. 105841
Main Authors:	Ren, Yazhou, Wang, Ni, Li, Mingxia, Xu, Zenglin
Format:	Journal Article
Language:	English
Published:	Amsterdam Elsevier B.V 07.06.2020 Elsevier Science Ltd
Subjects:	Algorithms Artificial neural networks Clustering Data Deep clustering Density Density-based clustering Experiments Feature extraction Feature learning Machine learning Neural networks Task performance Feature learning Density-based clustering Deep clustering
ISSN:	0950-7051, 1872-7409
Online Access:	Get full text
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