Writer identification using GMM supervectors and exemplar-SVMs

V Christlein, D Bernecker, F Hönig, A Maier… - Pattern Recognition, 2017 - Elsevier
This paper describes a method for robust offline writer identification. We propose to use
RootSIFT descriptors computed densely at the script contours. GMM supervectors are used …

Length independent writer identification based on the fusion of deep and hand-crafted descriptors

A Sulaiman, K Omar, MF Nasrudin, A Arram - IEEE Access, 2019 - ieeexplore.ieee.org
Writer's identification from a handwritten text is one of the most challenging machines
learning problems because of the variable handwritten sources, various languages, the …

Writer identification using VLAD encoded contour-Zernike moments

V Christlein, D Bernecker… - 2015 13th International …, 2015 - ieeexplore.ieee.org
Local feature descriptors in combination with bag of (visual) words have recently become
the state of the art in writer identification. In this work we propose the use of Zernike …

A deep learning based system for writer identification in handwritten Arabic historical manuscripts

M Chammas, A Makhoul, J Demerjian… - Multimedia Tools and …, 2022 - Springer
Determining the writer or transcriber of historical Arabic manuscripts has always been a
major challenge for researchers in the field of humanities. With the development of …

A new method for writer identification based on historical documents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 …

ICDAR2015 competition on multi-script writer identification and gender classification using 'QUWI'database

C Djeddi, S Al-Maadeed, A Gattal… - 2015 13th …, 2015 - ieeexplore.ieee.org
This competition targets writer identification and gender classification from offline
handwritten documents using the QUWI database. The most interesting aspect of the …

Off-line text-independent writer recognition: A survey

YJ Xiong, Y Lu, PSP Wang - International Journal of Pattern …, 2017 - World Scientific
Writer recognition is to identify a person on the basis of handwriting, and great progress has
been achieved in the past decades. In this paper, we concentrate ourselves on the issue of …

Writer identification on historical documents using oriented basic image features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 …

Khatt: A deep learning benchmark on arabic script

R Ahmad, S Naz, MZ Afzal, SF Rashid… - 2017 14th IAPR …, 2017 - ieeexplore.ieee.org
This work presents state-of-the-art results on one of the complex datasets; known as KHATT.
The KHATT dataset shows complex patterns for Arabic handwritten text. We have achieved …

Evidential combination of SVM classifiers for writer recognition

Y Kessentini, S BenAbderrahim, C Djeddi - Neurocomputing, 2018 - Elsevier
This paper addresses the problem of writer identification from handwritten documents. We
propose a new approach for offline writer identification based on a combination of SVM …