Post-mortem iris recognition with deep-learning-based image segmentation

作者：

Highlights：

• Post-mortem-specific iris image segmentation tool

• Drop-in segmentation stage replacement for typical iris recognition pipelines

• New dataset of cadaver iris images (42 subjects)

• Experiments showing substantial matching accuracy improvements

摘要

•Post-mortem-specific iris image segmentation tool•Drop-in segmentation stage replacement for typical iris recognition pipelines•New dataset of cadaver iris images (42 subjects)•Experiments showing substantial matching accuracy improvements

论文关键词：Biometrics,Iris recognition,Post-mortem,Image segmentation

论文评审过程：Received 5 January 2019, Revised 28 June 2019, Accepted 3 December 2019, Available online 13 December 2019, Version of Record 26 December 2019.

论文官网地址：https://doi.org/10.1016/j.imavis.2019.103866