[HTML][HTML] A new method for writer identification based on historical documents

A Gattal, C Djeddi, F Abbas, I Siddiqi… - Journal of Intelligent …, 2023 - degruyter.com
Identifying the writer of a handwritten document has remained an interesting pattern
classification problem for document examiners, forensic experts, and paleographers. While …

Writer identification on historical documents using oriented basic image features

A Gattal, C Djeddi, I Siddiqi… - 2018 16th International …, 2018 - ieeexplore.ieee.org
This study addresses the problem of identifying the authorship of historical manuscripts, a
challenging task that offers interesting applications for document examiners and …

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 …

Writer identification for historical manuscripts: analysis and optimisation of a classifier as an easy-to-use tool for scholars from the humanities

H Mohammed, V Märgner… - 2018 16th international …, 2018 - ieeexplore.ieee.org
Several methods have been proposed for the task of writer identification for historical
manuscripts. Most of these methods have been evaluated on private historical datasets only …

Writer characterization from handwriting on papyri using multi-step feature learning

S Nasir, I Siddiqi, M Moetesum - … September 5–10, 2021, Proceedings, Part …, 2021 - Springer
Identification of scribes from historical manuscripts has remained an equally interesting
problem for paleographers as well as the pattern classification researchers. Though …

A deep learning framework for text-independent writer identification

M Javidi, M Jampour - Engineering Applications of Artificial Intelligence, 2020 - Elsevier
Abstract Handwriting Writer Identification (HWI) refers to the process of handwriting text
image analysis to identify the authorship of the documents. It has yielded promising results …

Offline writer identification approach using moment features and high-order correlation functions

A Litifu, J Xiao, Y Yan, H Jiang - Journal of Visual Communication and …, 2024 - Elsevier
For text-independent writer identification (WI) tasks, this paper proposes a novel method
based on semantic codebooks and two effective feature descriptors. This method requires …

Writer identification for historical handwritten documents using a single feature extraction method

M Chammas, A Makhoul… - 2020 19th IEEE …, 2020 - ieeexplore.ieee.org
With the growth of artificial intelligence techniques the problem of writer identification from
historical documents has gained increased interest. It consists on knowing the identity of …

Writer identification using redundant writing patterns and dual-factor analysis of variance

A Litifu, Y Yan, J Xiao, H Jiang - Applied Intelligence, 2021 - Springer
Writer identification (WI) is a typical pattern recognition problem with the goal of recognizing
the writer of a text from images of his or her handwriting. For handwriting-based applications …

Writer identification system for handwritten Gurmukhi characters: Study of different feature-classifier combinations

Sakshi, NK Garg, M Kumar - Proceedings of International Conference on …, 2018 - Springer
In this paper, we are exploring various features and classifiers for writer identification in light
of Gurmukhi text handwriting. The identification of the writers based on a piece of …