A model-based approach to offline text-independent Arabic writer identification and verification

MN Abdi, M Khemakhem - Pattern Recognition, 2015 - Elsevier
Rapid movement generation models are described in the literature as an efficient tool to
apprehend the handwriting behavior. Fields of application are diverse, including handwriting …

Dissimilarity Gaussian mixture models for efficient offline handwritten text-independent identification using SIFT and RootSIFT descriptors

FA Khan, F Khelifi, MA Tahir… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Handwriting biometrics is the science of identifying the behavioral aspect of an individual's
writing style and exploiting it to develop automated writer identification and verification …

Text-independent writer recognition using multi-script handwritten texts

C Djeddi, I Siddiqi, L Souici-Meslati, A Ennaji - Pattern Recognition Letters, 2013 - Elsevier
This paper presents a text-independent writer recognition method in a multi-script
environment. Handwritten texts in Greek and English are considered in this study. The …

An artificial immune system for offline isolated handwritten arabic character recognition

C Boufenar, M Batouche, M Schoenauer - Evolving Systems, 2018 - Springer
Character recognition plays an important role in the modern world. In recent years, character
recognition systems for different languages has gain importance. The recognition of Arabic …

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 …

Two combination stages of clustered one-class classifiers for writer identification from text fragments

B Hadjadji, Y Chibani - Pattern Recognition, 2018 - Elsevier
Writer identification based on handwritten fragments has been reported to give interesting
performance. However, while the fragmentation process, inconsistent fragments are …

Writer recognition on arabic handwritten documents

C Djeddi, L Souici-Meslati, A Ennaji - … 2012, Agadir, Morocco, June 28-30 …, 2012 - Springer
Recognizing the writer of a handwritten document has been an active research area over
the last few years and is at the heart of many applications in biometrics, forensics and …

Multi-script writer identification optimized with retrieval mechanism

C Djeddi, I Siddiqi, L Souici-Meslati… - … on Frontiers in …, 2012 - ieeexplore.ieee.org
Identifying the writer of a handwritten document has been an active research area over the
last few years with applications in biometrics, forensics, smart meeting rooms and historical …

[PDF][PDF] Static and dynamic features for writer identification based on multi-fractals.

A Chaabouni, H Boubaker, M Kherallah… - Int. Arab J. Inf …, 2014 - ccis2k.org
Writer identification still remains as a challenge area in the field of off-line handwriting
recognition because only an image of the handwriting is available. Consequently, some …

Validity of handwriting in biometric systems

A Bensefia, H Tamimi - Proceedings of the International Conference on …, 2018 - dl.acm.org
Many studies in the last decade have been dedicated to the use of the handwriting as a
feature in the human identification, opening the door to consider it as a biometric identifier. In …