A perspective analysis of handwritten signature technology

M Diaz, MA Ferrer, D Impedovo, MI Malik… - Acm Computing …, 2019 - dl.acm.org
Handwritten signatures are biometric traits at the center of debate in the scientific
community. Over the last 40 years, the interest in signature studies has grown steadily …

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

H Kaur, M Kumar - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Signature identification and verification are some of the biometric systems used for personal
identification. Signatures can be considered as authentication of an individual by the …

[HTML][HTML] Handwriting biometrics: Applications and future trends in e-security and e-health

M Faundez-Zanuy, J Fierrez, MA Ferrer, M Diaz… - Cognitive …, 2020 - Springer
Online handwritten analysis presents many applications in e-security, signature biometrics
being the most popular but not the only one. Handwriting analysis also has an important set …

Exploring recurrent neural networks for on-line handwritten signature biometrics

R Tolosana, R Vera-Rodriguez, J Fierrez… - Ieee …, 2018 - ieeexplore.ieee.org
Systems based on deep neural networks have made a breakthrough in many different
pattern recognition tasks. However, the use of these systems with traditional architectures …

TypeNet: Deep learning keystroke biometrics

A Acien, A Morales, JV Monaco… - … and Identity Science, 2021 - ieeexplore.ieee.org
We study the performance of Long Short-Term Memory networks for keystroke biometric
authentication at large scale in free-text scenarios. For this we explore the performance of …

DeepSign: Deep on-line signature verification

R Tolosana, R Vera-Rodriguez, J Fierrez… - … and Identity Science, 2021 - ieeexplore.ieee.org
Deep learning has become a breathtaking technology in the last years, overcoming
traditional handcrafted approaches and even humans for many different tasks. However, in …

[HTML][HTML] SVC-onGoing: Signature verification competition

R Tolosana, R Vera-Rodriguez, C Gonzalez-Garcia… - Pattern Recognition, 2022 - Elsevier
This article presents SVC-onGoing 1, an on-going competition for on-line signature
verification where researchers can easily benchmark their systems against the state of the …

Recurrent adaptation networks for online signature verification

S Lai, L Jin - IEEE Transactions on information forensics and …, 2018 - ieeexplore.ieee.org
Online signature verification remains a challenging task owing to large intra-individual
variability. To tackle this problem, in this paper, we propose to use recurrent neural networks …

BioTouchPass2: Touchscreen password biometrics using time-aligned recurrent neural networks

R Tolosana, R Vera-Rodriguez, J Fierrez… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Passwords are still used on a daily basis for all kind of applications. However, they are not
secure enough by themselves in many cases. This work enhances password scenarios …

Touch-dynamics based behavioural biometrics on mobile devices–a review from a usability and performance perspective

E Ellavarason, R Guest, F Deravi… - ACM Computing …, 2020 - dl.acm.org
Over the past few years, there has been an exponential increase in the percentage of
people owning and using a smart phone. These devices have sensor-rich touchscreens that …