Fast minutiae extractor using neural network

作者：

Highlights：

• A fast and reliable neural network-based algorithm for minutiae extraction is proposed.

• The algorithm significantly reduces the time for minutiae extraction.

• A principle to design efficient neural networks for minutiae extraction.

• This principle might be useful not only for minutiae extraction but for other researches in fingerprints as well.

摘要

•A fast and reliable neural network-based algorithm for minutiae extraction is proposed.•The algorithm significantly reduces the time for minutiae extraction.•A principle to design efficient neural networks for minutiae extraction.•This principle might be useful not only for minutiae extraction but for other researches in fingerprints as well.

论文关键词：Minutiae extraction,Neural network,Fingerprint,Biometric technology

论文评审过程：Received 3 July 2018, Revised 18 August 2019, Accepted 11 February 2020, Available online 13 February 2020, Version of Record 20 February 2020.

论文官网地址：https://doi.org/10.1016/j.patcog.2020.107273