Online frame-based clustering with unknown number of clusters

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Online frame-based clustering with unknown number of clusters

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作者：Fatemeh Saki^a ; ^{fatemeh.saki@utdallas.edu" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; Nasser Kehtarnavaz^b ; ^{kehtar@utdallas.edu" class="auth_mail" title="E-mail the corresponding author} ; Author Vitae
关键词：Online clustering for streaming data ; Frame-based clustering ; Clustering with unknown number of clusters
刊名：Pattern Recognition
出版年：2016
出版时间：September 2016
年：2016
卷：57
期：Complete
页码：70-83
全文大小：2738 K

文摘

class="label">•: Online frame-based clustering algorithm without having any knowledge of number of clusters.
class="label">•: For applications when samples of a class appear in streaming frames.
class="label">•: Superior to existing algorithms applicable to online frame-based clustering.

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