On-line signature verification using vertical signature partitioning

作者:

Highlights:

• We propose a new dynamic signature verification system using vertical partitioning.

• In our algorithm partitions represent moments of signing process.

• Our algorithm takes advantage of fuzzy sets and systems theory.

• Our algorithm allows to extract knowledge about the signature verification.

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

摘要

•We propose a new dynamic signature verification system using vertical partitioning.•In our algorithm partitions represent moments of signing process.•Our algorithm takes advantage of fuzzy sets and systems theory.•Our algorithm allows to extract knowledge about the signature verification.•Our algorithm takes into account hierarchy of partitions individually for each user.

论文关键词:Biometrics,On-line signature,Dynamic signature,Fuzzy sets theory,Neuro-fuzzy systems,Interpretability

论文评审过程:Available online 8 January 2014.

论文官网地址:https://doi.org/10.1016/j.eswa.2013.12.047