Boosting semi-supervised face recognition with raw faces

作者：

Highlights：

• Pioneering use of raw unlabeled data.

• Utilizing of overlaps by relaxing the intra-class constraint with label smoothing.

• Dual clustering strategy to address the over decomposition problem caused by a single clustering.

摘要

•Pioneering use of raw unlabeled data.•Utilizing of overlaps by relaxing the intra-class constraint with label smoothing.•Dual clustering strategy to address the over decomposition problem caused by a single clustering.

论文关键词：Artificial intelligence,Face recognition,Semi-supervised learning,Clustering

论文评审过程：Received 3 November 2021, Revised 30 May 2022, Accepted 19 June 2022, Available online 5 July 2022, Version of Record 13 July 2022.

论文官网地址：https://doi.org/10.1016/j.imavis.2022.104512