Review of age and gender detection methods based on handwriting analysis

F Alaei, A Alaei - Neural Computing and Applications, 2023 - Springer
Handwriting recognition and analysis has been an active area of research in the last two
decades. Handwriting analysis is being studied in various fields of science, such as …

Transforming scholarship in the archives through handwritten text recognition: Transkribus as a case study

G Muehlberger, L Seaward, M Terras… - Journal of …, 2019 - emerald.com
Purpose An overview of the current use of handwritten text recognition (HTR) on archival
manuscript material, as provided by the EU H2020 funded Transkribus platform. It explains …

Gender prediction system through behavioral biometric handwriting: a comprehensive review

M Sethi, M Kumar, MK Jindal - Soft Computing, 2023 - Springer
Identification of a person on the basis of different characteristics is a prevailing area of
research. Both behavioral biometrics and physical biometrics are used as measures to …

Gender classification from offline multi-script handwriting images using oriented Basic Image Features (oBIFs)

A Gattal, C Djeddi, I Siddiqi, Y Chibani - Expert Systems With Applications, 2018 - Elsevier
Classification of gender from images of handwriting is an interesting research problem in
computerized analysis of handwriting. The correlation between handwriting and gender of …

Important features selection and classification of adult and child from handwriting using machine learning methods

J Shin, M Maniruzzaman, Y Uchida, MAM Hasan… - Applied Sciences, 2022 - mdpi.com
The classification of different age groups, such as adult and child, based on handwriting is
very important due to its various applications in many different fields. In forensics …

Handwriting-based gender and handedness classification using convolutional neural networks

M Rahmanian, MA Shayegan - Multimedia Tools and Applications, 2021 - Springer
Demographical handwritings classification has many applications in various disciplines
such as biometrics forensics, psychology, archeology, etc. Finding the best features for …

Automatic gender and age classification from offline handwriting with bilinear ResNet

I Rabaev, I Alkoran, O Wattad, M Litvak - Sensors, 2022 - mdpi.com
This work focuses on automatic gender and age prediction tasks from handwritten
documents. This problem is of interest in a variety of fields, such as historical document …

Novel features to detect gender from handwritten documents

ALQ Najla, M Khayyat, CY Suen - Pattern Recognition Letters, 2023 - Elsevier
Gender detection from handwritten documents is a crucial research area in many disciplines
such as psychology, pyelography, graphology, and forensic analysis. Furthermore, this task …

Offline script recognition from handwritten and printed multilingual documents: a survey

D Sinwar, VS Dhaka, N Pradhan, S Pandey - International Journal on …, 2021 - Springer
Script recognition has many real-life applications like optical character recognition,
document archiving, writer identification, searching within the documents, etc. Automatic …

Handwriting-based gender classification using end-to-end deep neural networks

E Illouz, E David, NS Netanyahu - … Networks, Rhodes, Greece, October 4-7 …, 2018 - Springer
Handwriting-based gender classification is a well-researched problem that has been
approached mainly by traditional machine learning techniques. In this paper, we propose a …