On-line signature recognition through the combination of real dynamic data and synthetically generated static data

作者:

Highlights:

• Novel generation method of dynamically enhanced synthetic off-line signatures.

• Novel on-line signature verification architecture.

• Findings on the fusion of on-line and off-line signature.

• Findings on the differences between the random and skilled forgeries scenarios.

• Fully reproducible protocol carried out on a large public benchmark.

摘要

Highlights•Novel generation method of dynamically enhanced synthetic off-line signatures.•Novel on-line signature verification architecture.•Findings on the fusion of on-line and off-line signature.•Findings on the differences between the random and skilled forgeries scenarios.•Fully reproducible protocol carried out on a large public benchmark.

论文关键词:On-line signature verification,On-line and off-line signature fusion,Signature synthesis,Off-line signature verification,Biometric performance evaluation

论文评审过程:Received 17 March 2014, Revised 6 February 2015, Accepted 23 March 2015, Available online 3 April 2015, Version of Record 16 May 2015.

论文官网地址:https://doi.org/10.1016/j.patcog.2015.03.019