Writer identification using machine learning approaches: a comprehensive review

A Rehman, S Naz, MI Razzak - Multimedia Tools and Applications, 2019 - Springer
Handwriting is one of the most common types of questioned writing encountered and
frequently attracts the attention in litigation. Contrary to the physiological characteristics …

[HTML][HTML] Handwriting biometrics: Applications and future trends in e-security and e-health

M Faundez-Zanuy, J Fierrez, MA Ferrer, M Diaz… - Cognitive …, 2020 - Springer
Online handwritten analysis presents many applications in e-security, signature biometrics
being the most popular but not the only one. Handwriting analysis also has an important set …

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 …

A writer identification system for on-line whiteboard data

A Schlapbach, M Liwicki, H Bunke - Pattern recognition, 2008 - Elsevier
In this paper we address the task of writer identification of on-line handwriting captured from
a whiteboard. Different sets of features are extracted from the recorded data and used to …

Gender and handedness prediction from offline handwriting using convolutional neural networks

Á Morera, Á Sánchez, JF Vélez, AB Moreno - Complexity, 2018 - Wiley Online Library
Demographic handwriting‐based classification problems, such as gender and handedness
categorizations, present interesting applications in disciplines like Forensic Biometrics. This …

A text-independent Persian writer identification based on feature relation graph (FRG)

B Helli, ME Moghaddam - Pattern Recognition, 2010 - Elsevier
The style of people's handwriting is a biometric feature that is used in person authentication.
In this paper, we have proposed a text independent method for Persian writer identification …

Towards a novel biometric system for forensic document examination

T Dhieb, S Njah, H Boubaker, W Ouarda, MB Ayed… - Computers & …, 2020 - Elsevier
Biometric systems have demonstrated an important enhancement in writer identification from
online handwriting. Indeed, writer identification is still a challenging task in the definition of a …

Writer identification system for indic and non-indic scripts: State-of-the-art survey

S Dargan, M Kumar - Archives of Computational Methods in Engineering, 2019 - Springer
Writer identification is a challenging move in the field of pattern recognition and reflects
advanced perceptions into the handwriting research. It is the process of determining the …

An information analysis of in-air and on-surface trajectories in online handwriting

E Sesa-Nogueras, M Faundez-Zanuy, J Mekyska - Cognitive Computation, 2012 - Springer
This paper is aimed at analysing, from an information theory perspective, the gestures
produced by human beings when handwriting a text. Modern capturing devices allow the …

Biometric recognition using online uppercase handwritten text

E Sesa-Nogueras, M Faundez-Zanuy - Pattern Recognition, 2012 - Elsevier
This paper presents a handwritten text biometric recognition system suitable to be applied to
short sequences of text (words). Strokes are considered the structural units of handwriting …