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] A survey of identity recognition via data fusion and feature learning

Z Qin, P Zhao, T Zhuang, F Deng, Y Ding, D Chen - Information Fusion, 2023 - Elsevier
With the rapid development of the Mobile Internet and the Industrial Internet of Things, a
variety of applications put forward an urgent demand for user and device identity …

Text independent writer recognition using redundant writing patterns with contour-based orientation and curvature features

I Siddiqi, N Vincent - Pattern Recognition, 2010 - Elsevier
We propose an effective method for automatic writer recognition from unconstrained
handwritten text images. Our method relies on two different aspects of writing: the presence …

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 …

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 …

A survey on different feature extraction methods for writer identification and verification

J Paul, K Dutta, A Sarkar, N Das… - International Journal of …, 2023 - inderscienceonline.com
Identifying and verifying a person based on scanned images of their handwriting is a needful
biometric application in historical document analysis, behavioural biometrics study, forensic …

Handwritten signature identification using basic concepts of graph theory

T Fotak, M Bača, P Koruga - WSEAS Transactions on Signal Processing, 2011 - dl.acm.org
Handwritten signature is being used in various applications on daily basis. The problem
arises when someone decides to imitate our signature and steal our identity. Therefore …

Biometric writer identification: feature analysis and classification

J Chapran - International Journal of Pattern Recognition and …, 2006 - World Scientific
This paper describes an efficient biometric writer identification system that can be used in a
resource contained embedded environment. Writer identification (personal identification by …

A Set of Handwriting Features for Use in Automated Writer Identification,

JJ Miller, RB Patterson, DT Gantz… - Journal of forensic …, 2017 - Wiley Online Library
A writer's biometric identity can be characterized through the distribution of physical feature
measurements (“writer's profile”); a graph‐based system that facilitates the quantification of …

Character representation and recognition using quad tree-based fractal encoding scheme

S Mozaffari, K Faez, M Ziaratban - … International Conference on …, 2005 - ieeexplore.ieee.org
In this paper, we proposed a new method for isolated handwritten Farsi/Arabic numerals
recognition using quad tree-based fractal representation and iterated function system …