Automatic signature verification: The state of the art

D Impedovo, G Pirlo - IEEE Transactions on Systems, Man, and …, 2008 - ieeexplore.ieee.org
In recent years, along with the extraordinary diffusion of the Internet and a growing need for
personal verification in many daily applications, automatic signature verification is being …

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 …

Signature detection, restoration, and verification: A novel chinese document signature forgery detection benchmark

K Yan, Y Zhang, H Tang, C Ren… - Proceedings of the …, 2022 - openaccess.thecvf.com
Offline signature forgery detection has attracted many researchers in recent years. In real
situations, signatures should be detected from the signed documents and verified by the …

Handwritten signature forgery detection using convolutional neural networks

SJ Gideon, A Kandulna, AA Kujur, A Diana… - Procedia computer …, 2018 - Elsevier
Handwritten signatures are very important in our social and legal life for verification and
authentication. A signature can be accepted only if it is from the intended person. The …

Offline handwritten signature verification and recognition based on deep transfer learning

A Foroozandeh, AA Hemmat… - … Conference on Machine …, 2020 - ieeexplore.ieee.org
Recently, deep convolutional neural networks have been successfully applied in different
fields of computer vision and pattern recognition. Offline handwritten signature is one of the …

Advances in Offline Handwritten Signature Recognition Research: A Review

Z Wang, M Muhammat, N Yadikar, A Aysa… - IEEE Access, 2023 - ieeexplore.ieee.org
A person's handwritten signature, one of the methods frequently used to confirm their
identity, is used exclusively to confirm the biometric identification of different financial, legal …

Signature verification using convolutional neural network

SMA Navid, SH Priya, NH Khandakar… - … and Internet-of …, 2019 - ieeexplore.ieee.org
Signatures are widely used to validate the authentication of an individual. A robust method is
still awaited that can correctly certify the authenticity of a signature. The proposed solution …

Biometric signature verification

S Jabin, FJ Zareen - International Journal of Biometrics, 2015 - inderscienceonline.com
In recent years, biometric signature verification (BSV) has been considered with renewed
interest with increasing need of security and individual verification and authentication …

Review on intelligent algorithms for cyber security

P Subashini, M Krishnaveni… - … of Research on …, 2020 - igi-global.com
Cyber security comprises of technologies, architecture, infrastructure, and software
applications that are designed to protect computational resources against cyber-attacks …

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 …