New method for the on-line signature verification based on horizontal partitioning

作者:

Highlights:

• We propose new algorithm to the dynamic signature verification using partitioning.

• Our algorithm takes advantage of a flexible neuro-fuzzy classifier.

• Our algorithm takes into account hierarchy of partitions individually for each user.

• Work of our method allows to easy interpretation.

摘要

Highlights•We propose new algorithm to the dynamic signature verification using partitioning.•Our algorithm takes advantage of a flexible neuro-fuzzy classifier.•Our algorithm takes into account hierarchy of partitions individually for each user.•Work of our method allows to easy interpretation.

论文关键词:Biometrics,On-line signature,Dynamic signature,Identity verification,Computational intelligence,Neuro-fuzzy system,Interpretability

论文评审过程:Received 15 July 2013, Revised 7 January 2014, Accepted 19 February 2014, Available online 1 March 2014.

论文官网地址:https://doi.org/10.1016/j.patcog.2014.02.012