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 …

Combining multiple features for text-independent writer identification and verification

M Bulacu, L Schomaker - Tenth International Workshop on …, 2006 - inria.hal.science
In recent years, we proposed a number of new and very effective features for automatic
writer identification and verification. They are probability distribution functions (PDFs) …

Writer identification using curvature-free features

S He, L Schomaker - Pattern Recognition, 2017 - Elsevier
Feature engineering takes a very important role in writer identification which has been
widely studied in the literature. Previous works have shown that the joint feature distribution …

Offline text-independent writer identification using stroke fragment and contour based features

Y Tang, X Wu, W Bu - 2013 International Conference on …, 2013 - ieeexplore.ieee.org
This paper proposes a novel approach for offline text-independent writer identification. The
proposed approach extracts two new features: Stroke Fragment Histogram (SFH) and Local …

Deep neural network for online writer identification using beta-elliptic model

T Dhieb, W Ouarda, H Boubaker… - 2016 International joint …, 2016 - ieeexplore.ieee.org
The online writer identification is a required component in many applications of Computer
vision and Pattern Recognition. The offline writer identification is more developed in …

Cross multi-scale locally encoded gradient patterns for off-line text-independent writer identification

A Chahi, Y Ruichek, R Touahni - Engineering Applications of Artificial …, 2020 - Elsevier
Writer identification is experiencing a revival of activity in recent years and continues to
attract great deal of attention as a challenging and important area of research in the field of …

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 …

[HTML][HTML] A texture-based approach for offline writer identification

T Bahram - Journal of King Saud University-Computer and …, 2022 - Elsevier
Offline handwriting has become a very important part in the field of behavioral biometrics. In
this paper, we proposed an approach to identify writers from their handwritten documents …

[PDF][PDF] Arabic Handwriting Classification using Deep Transfer Learning Techniques.

AA Almisreb, N Md Tahir, S Turaev… - Pertanika Journal of …, 2022 - researchgate.net
Arabic handwriting is slightly different from the handwriting of other languages; hence it is
possible to distinguish the handwriting written by the native or non-native writer based on …

Improved word-level handwritten indic script identification by integrating small convolutional neural networks

S Ukil, S Ghosh, SM Obaidullah, KC Santosh… - Neural Computing and …, 2020 - Springer
Handwritten document recognition has been an active domain of research in the field of
computer vision for several years since 1914 with the development of handheld scanner for …