Siamese-based offline word level writer identification in a reduced subspace

V Kumar, S Sundaram - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
In this paper, we explore the notion of similarity learning by utilizing the Siamese neural
network employing the residual framework for the purpose of writer identification based on …

CSSL-RHA: Contrastive Self-Supervised Learning for Robust Handwriting Authentication

J Wang, L Mou, C Zheng, W Gao - arXiv preprint arXiv:2307.11100, 2023 - arxiv.org
Handwriting authentication is a valuable tool used in various fields, such as fraud prevention
and cultural heritage protection. However, it remains a challenging task due to the complex …

Offline Handwriting Writer Identification using Depth-wise Separable Convolution with Siamese Network

W Suteddy, DAR Agustini, DA Atmanto - JOIV: International Journal on …, 2024 - joiv.org
Offline handwriting writer identification has significant implications for forensic investigations
and biometric authentication. Handwriting, as a distinctive biometric trait, provides insights …