Machine learning-based offline signature verification systems: A systematic review

MM Hameed, R Ahmad, MLM Kiah… - Signal Processing: Image …, 2021 - Elsevier
The offline signatures are the most widely adopted biometric authentication techniques in
banking systems, administrative and financial applications due to its simplicity and …

Signature identification and verification techniques: state-of-the-art work

H Kaur, M Kumar - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Signature identification and verification are some of the biometric systems used for personal
identification. Signatures can be considered as authentication of an individual by the …

A framework for offline signature verification system: Best features selection approach

M Sharif, MA Khan, M Faisal, M Yasmin… - Pattern Recognition …, 2020 - Elsevier
Biometric verification is a method of identifying the persons by their individualities or traits.
Signature verification is the most generally used biometric to maintain human privacy. It is …

A new wrapper feature selection method for language-invariant offline signature verification

D Banerjee, B Chatterjee, P Bhowal… - Expert Systems with …, 2021 - Elsevier
Among various biometric systems, an offline signature verification system has been widely
used in all fields such as in banks, educational institutes, legal procedures and, criminal …

From text to signatures: Knowledge transfer for efficient deep feature learning in offline signature verification

D Tsourounis, I Theodorakopoulos, EN Zois… - Expert Systems with …, 2022 - Elsevier
Handwritten signature is a common biometric trait, widely used for confirming the presence
or the consent of a person. Offline Signature Verification (OSV) is the task of verifying the …

[HTML][HTML] Offline signature verification system: a novel technique of fusion of GLCM and geometric features using SVM

FE Batool, M Attique, M Sharif, K Javed, M Nazir… - Multimedia Tools and …, 2020 - Springer
In the area of digital biometric systems, the handwritten signature plays a key role in the
authentication of a person based on their original samples. In offline signature verification …

Offline signature verification and quality characterization using poset-oriented grid features

EN Zois, L Alewijnse, G Economou - Pattern Recognition, 2016 - Elsevier
This paper proposes a novel grid-based template matching scheme for off-line signature
analysis and verification. At the heart of the new method lies the efficient encoding of the …

New off-line handwritten signature verification method based on artificial immune recognition system

Y Serdouk, H Nemmour, Y Chibani - Expert Systems with Applications, 2016 - Elsevier
Abstract Natural Immune System offers many interesting features that inspired the design of
Artificial Immune Systems (AIS) used to solve various problems of engineering and artificial …

[HTML][HTML] Signature verification approach using fusion of hybrid texture features

AK Bhunia, A Alaei, PP Roy - Neural Computing and Applications, 2019 - Springer
In this paper, a writer-dependent signature verification method is proposed. Two different
types of texture features, namely discrete wavelet and local quantized patterns (LQP) …

[Retracted] Deformation Adjustment with Single Real Signature Image for Biometric Verification Using CNN

R Kumar, M Saraswat, D Ather… - Computational …, 2022 - Wiley Online Library
Signature verification is the widely used biometric verification method for maintaining
individual privacy. It is generally used in legal documents and in financial transactions. A …