A comparative study among handwritten signature verification methods using machine learning techniques

Z Hashim, HM Ahmed, AH Alkhayyat - Scientific Programming, 2022 - Wiley Online Library
Nowadays, the verification of handwritten signatures has become an effective research field
in computer vision as well as machine learning. Signature verification is naturally formulated …

Comprehensive Survey: Biometric User Authentication Application, Evaluation, and Discussion

R Alrawili, AAS AlQahtani, MK Khan - arXiv preprint arXiv:2311.13416, 2023 - arxiv.org
This paper conducts an extensive review of biometric user authentication literature,
addressing three primary research questions:(1) commonly used biometric traits and their …

Online signature verification using signature down-sampling and signer-dependent sampling frequency

M Saleem, B Kovari - Neural Computing and Applications, 2021 - Springer
Online signature verification considers signatures as time sequences of different
measurements of the signing instrument. These signals are captured on digital devices and …

Application of nonparametric quantifiers for online handwritten signature verification: A statistical learning approach

R Ospina, RD Costa, LC Rêgo… - … Analysis and Data …, 2024 - Wiley Online Library
This work explores the use of nonparametric quantifiers in the signature verification problem
of handwritten signatures. We used the MCYT‐100 (MCYT Fingerprint subcorpus) database …

[PDF][PDF] Signature verification based on proposed fast hyper deep neural network

Z Hashim, H Mohsin, A Alkhayyat - Int J Artif Intell, 2024 - researchgate.net
Many industries have made widespread use of the handwittern signature verification system,
including banking, education, legal proceedings, and criminal investigation, in which …

[HTML][HTML] Biometric Based Recognition Systems An Overview

AAK Tahir, S Anghelus - International Journal of Open Information …, 2024 - cyberleninka.ru
Biometrics technology is gaining an important role in providing solutions to many issues in
different applications that require person identification such as forensic sciences, security …

Online signature verification using Logistic regression

M Saleem - 2023 9th International Conference on Control …, 2023 - ieeexplore.ieee.org
Online signatures are one of the widely accepted biometrics used for the purpose of
authentication and identification. Although there are several approaches and algorithms …

[HTML][HTML] 基于特征选择和幻象残差网络的在线手写签名认证

卞浩, 栾方军, 袁帅 - Computer Science and Application, 2023 - hanspub.org
为了解决当前在线手写签名认证(online signature verification, OSV) 模型无法从有限的签名
样本中提取稳定的签名特征以及模型参数量大问题, 本文提出了基于特征选择和一维幻象残差 …

Verificação de assinaturas online com aprendizagem de métricas: explorando o impacto da dispersão de limiares locais ótimos

JPF Almeida - 2023 - bdm.unb.br
Este trabalho apresenta uma nova função de perda para aprendizagem de métricas no
contexto de verificação biométrica de assinaturas online que tem por objetivo, ao mesmo …

[引用][C] COMPREHENSIVE SURVEY: BIOMETRIC USER AUTHENTICATION APPLICATION, EVALUATION, AND

R Alrawili, AAS AlQahtani, MK Khan - 2023