Framework for biometric user authentication based on a dynamic handwritten signature

I Anikin, E Anisimova - Cyber-Physical Systems: Intelligent Models and …, 2022 - Springer
We developed the framework for biometric user authentication based on dynamic
handwritten signature recognition using a graphics tablet. The framework was developed in …

Air signature recognition using deep convolutional neural network-based sequential model

SK Behera, AK Dash, DP Dogra… - 2018 24th International …, 2018 - ieeexplore.ieee.org
Deep convolutional neural networks are becoming extremely popular in classification,
especially when the inputs are non-sequential in nature. Though it seems unrealistic to …

Finding a rational set of features for handwritten signature recognition

ES Anisimova, IV Anikin - 2020 Dynamics of Systems …, 2020 - ieeexplore.ieee.org
In this paper we proposed the approach for dynamic handwritten signatures recognition. We
proposed a formal model of the handwritten signature, containing fuzzy features of curvature …

Inf-Att-OSVNet: information theory based feature selection and deep attention networks for online signature verification

CS Vorugunti, V Pulabaigari, P Mukherjee… - Multimedia Tools and …, 2024 - Springer
Abstract Online Signature Verification (OSV) is a widely adapted biometric characteristics,
that objects to determine the signature's authenticity by computing its unique features. OSV …

Online handwritten signature verification and recognition based on dual-tree complex wavelet packet transform

A Foroozandeh, AA Hemmat… - Journal of Medical Signals …, 2020 - journals.lww.com
Background: With the increasing advancement of technology, it is necessary to develop
more accurate, convenient, and cost-effective security systems. Handwriting signature, as …

In-air signature authentication using smartwatch motion sensors

G Li, L Zhang, H Sato - 2021 IEEE 45th Annual Computers …, 2021 - ieeexplore.ieee.org
Handwriting signature, as an important behavioral biometric trait, has been broadly adopted
for authorization and identity verification. Nowadays, the emergence of consumer-level …

Online signature verification based on writer specific feature selection and fuzzy similarity measure

C Sekhar V, P Mukherjee, DS Guru… - arXiv preprint arXiv …, 2019 - arxiv.org
Online Signature Verification (OSV) is a widely used biometric attribute for user behavioral
characteristic verification in digital forensics. In this manuscript, owing to large intra …

PS-LSTM: Capturing essential sequential online information with path signature and LSTM for writer identification

M Liu, L Jin, Z Xie - 2017 14th IAPR International Conference …, 2017 - ieeexplore.ieee.org
Writer identification plays a significant role in several applications including forensic trace
evidence identification, mobile bank transaction authentication, and handwritten …

Fuzzy sets theory approach for recognition handwritten signatures

ES Anisimova, IV Anikin - Advances in Automation II: Proceedings of the …, 2021 - Springer
In this paper we proposed the approach for recognition handwritten signatures based on
dynamics characteristics and fuzzy sets theory. We suggested the formal model of human …

Распознавание динамической рукописной подписи на основе нечёткой логики

ИВ Аникин, ЭС Анисимова - Вестник Казанского …, 2016 - cyberleninka.ru
Данная статья посвящена разработке метода распознавания динамической
рукописной подписи. В основу метода положены признаки подписи, определённые с …