Self-supervised spectral clustering with exemplar constraints

作者：

Highlights：

• Define an exemplar constraint for self-supervised spectral clustering.

• Construct an optimization model of self-supervised spectral clustering.

• Show the effectiveness of the proposed algorithm in the experiments.

摘要

•Define an exemplar constraint for self-supervised spectral clustering.•Construct an optimization model of self-supervised spectral clustering.•Show the effectiveness of the proposed algorithm in the experiments.

论文关键词：Spectral clustering,Self-supervised algorithm,Exemplar constraint,Optimization model

论文评审过程：Received 17 January 2022, Revised 6 July 2022, Accepted 13 August 2022, Available online 14 August 2022, Version of Record 22 August 2022.

论文官网地址：https://doi.org/10.1016/j.patcog.2022.108975