Iris and periocular biometrics for head mounted displays: Segmentation, recognition, and synthetic data generation

作者:

Highlights:

• Exploring biometric verification from the eye-facing camera in head mounted displays.

• Benchmarking a range of iris and periocular recognition approaches.

• Presenting and evaluating highly-efficient eye regions segmentation solution.

• Realistic and identity-preserving generation of eye images from semantic segmentation.

摘要

•Exploring biometric verification from the eye-facing camera in head mounted displays.•Benchmarking a range of iris and periocular recognition approaches.•Presenting and evaluating highly-efficient eye regions segmentation solution.•Realistic and identity-preserving generation of eye images from semantic segmentation.

论文关键词:Biometrics,Head mounted displays,Periocular,Iris,Verification and authentication

论文评审过程:Received 31 January 2020, Revised 6 July 2020, Accepted 18 August 2020, Available online 22 August 2020, Version of Record 10 September 2020.

论文官网地址:https://doi.org/10.1016/j.imavis.2020.104007