A survey on different feature extraction methods for writer identification and verification

J Paul, K Dutta, A Sarkar, N Das… - International Journal of …, 2023 - inderscienceonline.com
Identifying and verifying a person based on scanned images of their handwriting is a needful
biometric application in historical document analysis, behavioural biometrics study, forensic …

Local gradient full-scale transform patterns based off-line text-independent writer identification

A Chahi, Y Ruichek, R Touahni - Applied Soft Computing, 2020 - Elsevier
Handwriting based writer identification is one of the reliable components of behavioral
biometrics. A huge effort has been done in recent years to improve the writer identification …

Texture feature column scheme for single‐and multi‐script writer identification

F Abbas, A Gattal, C Djeddi, I Siddiqi, A Bensefia… - IET …, 2021 - Wiley Online Library
Identification of writers from images of handwriting is an interesting research problem in the
handwriting recognition community. Application of image analysis and machine learning …

RSTC: a new residual swin transformer for offline word-level writer identification

P Zhang - IEEE Access, 2022 - ieeexplore.ieee.org
Writer identification has steadily progressed in recent decades owing to its widespread
application. Scenarios with extensive handwriting data such as page-level or sentence-level …

Deep neural networks-based offline writer identification using heterogeneous handwriting data: an evaluation via a novel standard dataset

SNM Khosroshahi, SN Razavi, AB Sangar… - Journal of Ambient …, 2022 - Springer
In modern societies, handwritten identification is a great practical need and challenge for
forensic sciences. Moreover, few research studies have focused on automatic offline …

Spatio-temporal handwriting imitation

M Mayr, M Stumpf, A Nicolaou, M Seuret… - … on Computer Vision, 2020 - Springer
Most people think that their handwriting is unique and cannot be imitated by machines,
especially not using completely new content. Current cursive handwriting synthesis is …

[图书][B] Handwriting analysis with focus on writer identification and writer retrieval

V Christlein - 2019 - search.proquest.com
In the course of the mass digitization of historical as well as contemporary sources, an
individual examination by means of historical or forensic experts is no longer feasible. A …

Beyond Human Forgeries: An Investigation into Detecting Diffusion-Generated Handwriting

G Carrière, K Nikolaidou, F Kordon, M Mayr… - … on Document Analysis …, 2023 - Springer
Methods for detecting forged handwriting are usually based on the assumption that the
forged handwriting is produced by humans. Authentic-looking handwriting, however, can …

Impact of the cnn patch size in the writer identification

A Semma, Y Hannad, MEY El Kettani - Networking, Intelligent Systems and …, 2022 - Springer
Writer identification remains a very interesting challenge where many researchers have tried
to find the various parameters which can help to find the right writer of a handwritten text …

Writer identification and writer retrieval based on NetVLAD with Re‐ranking

S Rasoulzadeh, B BabaAli - IET Biometrics, 2022 - Wiley Online Library
The issue of writer identification and writer retrieval, which is considered a challenging
problem in the field of document analysis and recognition is addressed here.. A novel …