Contactless and partial 3D fingerprint recognition using multi-view deep representation

作者：

Highlights：

• New framework to recover multi-view deep feature representation from contactless 3D fingerprint.

• First paper to address challenging contactless partial 3D fingerprint identification problem.

• Comparative experimental results on two publicly available databases indicate significantly improved performance over state-of-the-art methods.

摘要

•New framework to recover multi-view deep feature representation from contactless 3D fingerprint.•First paper to address challenging contactless partial 3D fingerprint identification problem.•Comparative experimental results on two publicly available databases indicate significantly improved performance over state-of-the-art methods.

论文关键词：Contactless 3D fingerprint recognition,Partial 3D fingerprint identification,Multi-view CNN

论文评审过程：Received 5 January 2018, Revised 16 March 2018, Accepted 5 May 2018, Available online 2 June 2018, Version of Record 18 June 2018.

论文官网地址：https://doi.org/10.1016/j.patcog.2018.05.004