On designing practical long range near infrared-based face recognition systems

作者:

Highlights:

• Used a set of unique multi-scenario challenging face datasets.

• Dealt with visible/NIR, variable distance, indoors/outdoors, day/night face data.

• Solutions to practical FR scenarios, including same and cross spectral matching.

• Developed an in-house novel solution to intra/cross-distance NIR FR problems.

• Performance of our face matching solution is compared to the state-of-the-art.

摘要

•Used a set of unique multi-scenario challenging face datasets.•Dealt with visible/NIR, variable distance, indoors/outdoors, day/night face data.•Solutions to practical FR scenarios, including same and cross spectral matching.•Developed an in-house novel solution to intra/cross-distance NIR FR problems.•Performance of our face matching solution is compared to the state-of-the-art.

论文关键词:Forensics,Face recognition,Near infrared,Cross-scenario face matching,Demographic information,Night-time,Long-distance,Score level fusion

论文评审过程:Received 14 February 2014, Revised 25 December 2015, Accepted 24 April 2016, Available online 4 May 2016, Version of Record 26 May 2016.

论文官网地址:https://doi.org/10.1016/j.imavis.2016.04.013