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 …

A new method for writer identification based on historical documents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 …

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 framework for historical manuscripts writer identification using data-driven features

A Bennour, M Boudraa, I Siddiqi, M Al-Sarem… - Multimedia Tools and …, 2024 - Springer
Writer identification form historical manuscripts presents a challenging problem with
significant implications for understanding the authorship of ancient texts. In this paper, we …

A survey on artificial intelligence-based approaches for personality analysis from handwritten documents

S Saha Biswas, H Mukherjee, A Dhar, OS Md… - International Journal on …, 2024 - Springer
Human personality is a blend of different traits and virtues. It's modeling is challenging due
to its inherent complexity. There are multitudinous cues to predict personality and …

Keyword spotting in modern handwritten documents using obifs

D Yousfi, A Gattal, C Djeddi, I Siddiqi… - … Conference on Pattern …, 2021 - Springer
Spotting keywords in modern handwritten documents is an interesting problem that allows to
search, index, and classify document images. This paper investigates the word spotting …

Handwriting analysis: Applications in person identification and forensic

F Alaei, A Alaei - Breakthroughs in digital biometrics and forensics, 2022 - Springer
Handwriting is unique to each person, with distinctive features that help to identify and verify
different characteristics of the individual. Handwriting analysis has been an area of research …

A novel methodology for writer (hand) identification: establishing Rigas Feraios wrote two important Greek documents discovered in Romania

AR Mamatsis, E Mamatsi, C Chalatsis, D Arabadjis… - Heritage Science, 2023 - Springer
The main goal of the present work is to determine the hand that has written two newly
discovered documents in Romania. For giving the proper answer, the authors introduced the …

Enhancing Writer Identification with Local Gradient Histogram Analysis

A Semma, S Lazrak, Y Hannad - … of the International Conference on Smart …, 2023 - Springer
Writer identification is a critical aspect of document analysis and has significant implications
in various domains, including forensics, authentication, and historical research. In this …

Offline writer identification using Latin and Arabic scripts: a comprehensive literature review and perspectives

Y Hannad, A Semma - International Journal of Signal and …, 2024 - inderscienceonline.com
Handwriting-based writer identification has been recognised as a reliable aspect of
behavioral biometrics. This paper provides a comprehensive review of established offline …