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 …

Biometric signature authentication using machine learning techniques: Current trends, challenges and opportunities

K Bibi, S Naz, A Rehman - Multimedia Tools and Applications, 2020 - Springer
Biometric systems are playing a key role in the multitude of applications and placed at the
center of debate in the scientific research community. Among the numerous biometric …

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 …

Markov models for offline handwriting recognition: a survey

T Plötz, GA Fink - International Journal on Document Analysis and …, 2009 - Springer
Since their first inception more than half a century ago, automatic reading systems have
evolved substantially, thereby showing impressive performance on machine-printed text …

The password is dead, long live the password–A laboratory study on user perceptions of authentication schemes

V Zimmermann, N Gerber - International Journal of Human-Computer …, 2020 - Elsevier
Password authentication is still ubiquitous although alternatives have been developed to
overcome its shortcomings such as high cognitive load for users. Using an objective rating …

Reducing forgeries in writer-independent off-line signature verification through ensemble of classifiers

D Bertolini, LS Oliveira, E Justino, R Sabourin - Pattern Recognition, 2010 - Elsevier
In this work we address two important issues of off-line signature verification. The first one
regards feature extraction. We introduce a new graphometric feature set that considers the …

Online signature verification and recognition: An approach based on symbolic representation

DS Guru, HN Prakash - IEEE transactions on pattern analysis …, 2008 - ieeexplore.ieee.org
In this paper, we propose a new method of representing on-line signatures by interval
valued symbolic features. Global features of on-line signatures are used to form an interval …

Offline signature verification using classifier combination of HOG and LBP features

MB Yilmaz, B Yanikoglu, C Tirkaz… - 2011 international joint …, 2011 - ieeexplore.ieee.org
We present an offline signature verification system based on a signature's local histogram
features. The signature is divided into zones using both the Cartesian and polar coordinate …

Image-based handwritten signature verification using hybrid methods of discrete radon transform, principal component analysis and probabilistic neural network

SY Ooi, ABJ Teoh, YH Pang, BY Hiew - Applied Soft Computing, 2016 - Elsevier
Image-based handwritten signature verification is important in most of the financial
transactions when a hard copy of signature is needed. Considering the lack of dynamic …

Deep learning-based dental implant recognition using synthetic X-ray images

A Kohlakala, J Coetzer, J Bertels… - Medical & Biological …, 2022 - Springer
A novel algorithm for generating artificial training samples from triangulated three-
dimensional (3D) surface models within the context of dental implant recognition is …