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 …

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 …

Writer identification using deep learning with fast keypoints and harris corner detector

A Semma, Y Hannad, I Siddiqi, C Djeddi… - Expert Systems with …, 2021 - Elsevier
Writer identification from offline images of handwriting is an interesting pattern classification
problem that has been investigated for many decades now. Despite significant research …

Writer identification using texture descriptors of handwritten fragments

Y Hannad, I Siddiqi, MEY El Kettani - Expert Systems with Applications, 2016 - Elsevier
This paper presents a texture based approach for identification of writers from offline images
of handwriting. Contrary to the classical texture based techniques which extract texture …

[PDF][PDF] State of the art in off-line writer identification of handwritten text and survey of writer identification of Arabic text

SM Awaida, SA Mahmoud - Educational Research and Reviews, 2012 - Citeseer
In this paper we present the state of the art in writer identification and verification of
handwritten text. In addition, a special and extensive survey of writer identification and …

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 …

Robust off-line text independent writer identification using bagged discrete cosine transform features

FA Khan, MA Tahir, F Khelifi, A Bouridane… - Expert Systems with …, 2017 - Elsevier
Efficient writer identification systems identify the authorship of an unknown sample of text
with high confidence. This has made automatic writer identification a very important topic of …

Off-line writer identification using an ensemble of grapheme codebook features

E Khalifa, S Al-Maadeed, MA Tahir, A Bouridane… - Pattern Recognition …, 2015 - Elsevier
Off-line writer identification is the process of matching a handwritten sample with its author.
Manual identification is very time-consuming because it requires a meticulous comparison of …

Feature learning and encoding for multi-script writer identification

A Semma, Y Hannad, I Siddiqi, S Lazrak… - International Journal on …, 2022 - Springer
Writer identification from handwriting samples has been an interesting research problem for
the pattern recognition community in general and handwriting recognition community in …

Results of the rimes evaluation campaign for handwritten mail processing

E Grosicki, M Carré, JM Brodin… - 2009 10th International …, 2009 - ieeexplore.ieee.org
This paper presents the results of the second test phase of the RIMES evaluation campaign.
The latter is the first large-scale evaluation campaign intended to all the key players of the …