Level online writer identification

Z Chen, HX Yu, A Wu, WS Zheng - International Journal of Computer …, 2021 - Springer
Abstract Writer identification (writer-id), an important field in biometrics, aims to identify a
writer by their handwriting. Identification in existing writer-id studies requires a complete …

Using residual networks and cosine distance-based K-NN algorithm to recognize on-line signatures

G Abosamra, H Oqaibi - IEEE Access, 2021 - ieeexplore.ieee.org
As a result of the urgent need to immediately identify individuals through the Internet,
especially given the Coronavirus (COVID-19) pandemic at present, the recognition of online …

COMPOSV: Compound feature extraction and depthwise separable convolution-based online signature verification

CS Vorugunti, V Pulabaigari, P Mukherjee… - Neural Computing and …, 2022 - Springer
Online signature verification (OSV) is a predominantly used verification framework, which is
intended to authenticate the legitimacy of a test signature by learning the writer specific …

[PDF][PDF] Fusion of Type-2 Neutrosophic Similarity Measure in Signatures Verification Systems: A New Forensic Document Analysis Paradigm.

S Mashhadani, WH Abdulsalam… - … & Soft Computing, 2024 - repository.uobaghdad.edu.iq
Signature verification involves vague situations in which a signature could resemble many
reference samples or might differ because of handwriting variances. By presenting the …

A Genetic Algorithm Based One Class Support Vector Machine Model for Arabic Skilled Forgery Signature Verification

AA Abdulhussien, MF Nasrudin, SM Darwish… - Journal of …, 2023 - mdpi.com
Recently, signature verification systems have been widely adopted for verifying individuals
based on their handwritten signatures, especially in forensic and commercial transactions …

Online signature profiling using generative adversarial networks

CS Vorugunti, P Mukherjee… - … Systems & NETworkS …, 2020 - ieeexplore.ieee.org
A signature is an ability learned by humans from an elementary age. The skill to generate
one's own exclusive signature along with imitating another writer's signature is a challenging …

Handling high level of uncertainty in forensic signature examination

SM Darwish, RM Essa, MA Osman - Australian Journal of Forensic …, 2024 - Taylor & Francis
Signature verification often entails ambiguous scenarios where a signature may closely
resemble multiple reference samples or differ due to inherent handwriting variations. In such …

Synchronous spatio-temporal signature verification via Fusion Triplet Supervised Network

L Xie, Z Wu, X Zhang, Y Li - Engineering Applications of Artificial …, 2023 - Elsevier
Handwritten signature has been regarded as one of the most accepted and practical means
of person verification since ancient times. Unlike existing methods to trace the signer only …

COMPOSV++: Light Weight Online Signature Verification Framework Through Compound Feature Extraction and Few-Shot Learning

CS Vorugunti, B Subramanian, P Mukherjee… - … Conference on Frontiers …, 2022 - Springer
Abstract Online Signature Verification (OSV) is a systematically used biometric characteristic
to endorse the genuineness of a user to access real time applications like healthcare, m …

A Comparative Analysis of Machine Learning Algorithms for Online Signature Recognition

M Leghari, A ali Chandio, MA Soomro… - VFAST Transactions on …, 2024 - vfast.org
Biometrics recognition plays a vital role in modern human recognition and verification
systems. An extensive latest research by the research community has rendered the field of …