Signature identification and verification techniques: state-of-the-art work

H Kaur, M Kumar - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
… In offline signature verification, surveys related to two approaches, … have surveyed the various
techniques used for signature … Several databases have been mentioned in this paper with …

Exploring offline signature verification techniques: a survey based on methods and future directions

A Singla, A Mittal - Multimedia Tools and Applications, 2024 - Springer
… In order to collect different pre-existing survey papers as well as most relevant/prominent
research papers, there are different existing electronic databases that have been searched …

Biometric signature verification

S Jabin, FJ Zareen - International Journal of Biometrics, 2015 - inderscienceonline.com
… literature survey of the most recent research papers on biometric signature verification. It
highlights … There are many databases for online signature verification available online. A brief …

Machine learning-based offline signature verification systems: A systematic review

MM Hameed, R Ahmad, MLM Kiah… - Signal Processing: Image …, 2021 - Elsevier
… We also included this paper for data extraction in our database of selected studies. Hence,
the total number of related studies, who meet the QC assessment, was increased to 56. The …

Survey of preprocessing techniques and classification approaches in online signature verification

M Saleem, B Kovari - International Conference on Image Analysis and …, 2020 - Springer
… A comparison between these methods using different databases concludes this work.
The error rate varies between 0.77% to 7.13%, with an average of 2.94%. The results and …

A multi-dimensional review on handwritten signature verification: strengths and gaps

SD Bhavani, RK Bharathi - Multimedia Tools and Applications, 2024 - Springer
… of signature verification systems. In this section, we discuss some popular databases that …
From the above literature survey, it is observed that the least EER achieved is 0.2 on the MCYT …

Off-line signature verification systems: a survey

S Pal, M Blumenstein, U Pal - … & workshop on emerging trends in …, 2011 - dl.acm.org
… So nowadays, automatic signature verification becomes an … we present a survey of off-line
signature verification systems. … A database totalling 2106 signatures is used and the highest …

Signature verification: A study

S Mushtaq, AH Mir - 2013 4th international conference on …, 2013 - ieeexplore.ieee.org
… , signature verification for the considering. We present a survey of signature verification
easy to make a signature database available to signature verification agency. Signers have …

A survey on offline signature recognition and verification schemes

MR Deore, SM Handore - 2015 international conference on …, 2015 - ieeexplore.ieee.org
… In On-line signature verification signature image is capture and analyze in real time as the
… The data acquisition can be done in two way first way we can take the database of signature

State of the art: signature verification system

T Wilkin, OS Yin - … on information assurance and security (IAS), 2011 - ieeexplore.ieee.org
surveys have been done in the field of automatic signature verification system for both dynamic
signature verification … a database consisting of a total of 1200 handwritten signatures with …