Handwriting analysis to support neurodegenerative diseases diagnosis: A review

C De Stefano, F Fontanella, D Impedovo, G Pirlo… - Pattern Recognition …, 2019 - Elsevier
Neurodegenerative diseases (NDs) affect millions of people worldwide, with Alzheimer's
and Parkinson's being the most common ones, and it is expected that their incidence will …

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 …

Cartesian genetic programming for diagnosis of Parkinson disease through handwriting analysis: Performance vs. interpretability issues

A Parziale, R Senatore, A Della Cioppa… - Artificial intelligence in …, 2021 - Elsevier
In the last decades, early disease identification through non-invasive and automatic
methodologies has gathered increasing interest from the scientific community. Among …

Static signature synthesis: A neuromotor inspired approach for biometrics

MA Ferrer, M Diaz-Cabrera… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
In this paper we propose a new method for generating synthetic handwritten signature
images for biometric applications. The procedures we introduce imitate the mechanism of …

A behavioral handwriting model for static and dynamic signature synthesis

MA Ferrer, M Diaz, C Carmona-Duarte… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
The synthetic generation of static handwritten signatures based on motor equivalence theory
has been recently proposed for biometric applications. Motor equivalence divides the …

Sm-dtw: Stability modulated dynamic time warping for signature verification

A Parziale, M Diaz, MA Ferrer, A Marcelli - Pattern Recognition Letters, 2019 - Elsevier
Building upon findings in computational model of handwriting learning and execution, we
introduce the concept of stability to explain the difference between the actual movements …

Generation of duplicated off-line signature images for verification systems

M Diaz, MA Ferrer, GS Eskander… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Biometric researchers have historically seen signature duplication as a procedure relevant
to improving the performance of automatic signature verifiers. Different approaches have …

An experimental protocol to support cognitive impairment diagnosis by using handwriting analysis

ND Cilia, C De Stefano, F Fontanella… - Procedia Computer …, 2018 - Elsevier
Nowadays diseases involving cognitive impairments affect millions of people worldwide,
with Alzheimer's and Parkinson's diseases being the most common ones. Because of the …

Online handwriting, signature and touch dynamics: tasks and potential applications in the field of security and health

M Faundez-Zanuy, J Mekyska, D Impedovo - Cognitive Computation, 2021 - Springer
Advantageous property of behavioural signals (eg handwriting), in contrast to morphological
ones (eg iris, fingerprint, hand geometry), is the possibility to ask a user to perform many …

Deep transfer learning algorithms applied to synthetic drawing images as a tool for supporting Alzheimer's disease prediction

ND Cilia, T D'Alessandro, C De Stefano… - Machine Vision and …, 2022 - Springer
Neurodegenerative diseases, such as Alzheimer's Disease or Parkinson's disease, are
unfortunately still incurable, although there are many therapies that can slow down the …