[HTML][HTML] Interpol questioned documents review 2019–2022

M Deviterne-Lapeyre, S Ibrahim - Forensic Science International: Synergy, 2023 - Elsevier
The goal of this paper is to provide a comprehensive review of the technical advances and
general areas of research in the field of Forensic Handwriting/Forensic Document …

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 …

DT2F-TLNet: A novel text-independent writer identification and verification model using a combination of deep type-2 fuzzy architecture and Transfer Learning …

J Yang, M Shokouhifar, L Yee, AA Khan… - Expert Systems with …, 2024 - Elsevier
Identifying and verifying the identity of people based on scanned images of handwritten
documents is an applicable biometric modality with applications in forensic and historic …

Comparative study on deep convolution neural networks DCNN-based offline Arabic handwriting recognition

TM Ghanim, MI Khalil, HM Abbas - IEEE Access, 2020 - ieeexplore.ieee.org
Recently, deep learning techniques demonstrated efficiency in building better performing
machine learning models which are required in the field of offline Arabic handwriting …

[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 …

Handwriting based writer recognition using implicit shape codebook

A Bennour, C Djeddi, A Gattal, I Siddiqi… - Forensic science …, 2019 - Elsevier
Writer characterization from images of handwriting has remained an important research
problem in the handwriting recognition community that finds applications in forensics …

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 …

Offline text-independent writer identification using a codebook with structural features

BQ Ahmed, YF Hassan, AS Elsayed - Plos one, 2023 - journals.plos.org
Understanding handwritten documents is a vital and challenging problem that attracts many
researchers in the fields of forensic and authentication science. This paper presents an …

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 …