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 …

Revolutionizing Historical Manuscript Analysis: A Deep Learning Approach with Intelligent Feature Extraction for Script Classification

M Boudraa, A Bennour, T Mekhaznia… - Acta Informatica …, 2024 - ceeol.com
The automated classification of historical document scripts holds profound implications for
historians, providing unprecedented insights into the contexts of ancient manuscripts. This …

Contribution to historical manuscript dating: A hybrid approach employing hand-crafted features with vision transformers

M Boudraa, A Bennour, M Al-Sarem, F Ghabban… - Digital Signal …, 2024 - Elsevier
Precisely dating historical manuscripts represents a paramount endeavor in the
comprehension and the interpretation of their historical significance as well as in the …

HeritageScript: A cutting-edge approach to historical manuscript script classification with CNN and vision transformer architectures

A Bennour, M Boudraa… - Intelligent Decision …, 2024 - journals.sagepub.com
Determining the script of historical manuscripts is pivotal for understanding historical
narratives, providing historians with vital insights into the past. In this study, our focus lies in …

[PDF][PDF] Advancements in Dating Undated Manuscripts through Dual Methodologies

M Iavich, M Ninidze - ceur-ws.org
Manuscript dating, particularly in the context of analyzing handwritten materials, poses a
distinct challenge compared to author identification in anonymous holographs. The intricacy …