Online frame-based clustering with unknown number of clusters

作者：

Highlights：

• Online frame-based clustering algorithm without having any knowledge of number of clusters.

• For applications when samples of a class appear in streaming frames.

• Superior to existing algorithms applicable to online frame-based clustering.

摘要

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

论文关键词：Online clustering for streaming data,Frame-based clustering,Clustering with unknown number of clusters

论文评审过程：Received 10 September 2015, Revised 4 March 2016, Accepted 5 March 2016, Available online 15 March 2016, Version of Record 6 May 2016.

论文官网地址：https://doi.org/10.1016/j.patcog.2016.03.010