Online Writing Recognition – Review: Trajectory-Based Modeling and Recognition of Characters and Words


Date Published : 28 July 2026

Contributors

Dr. Deval Verma

Bennett University
Author

Dr. Ajay Kumar

IILM University, Greater Noida, India
Author

Keywords

: 2D handwriting; neurodegenerative; Online handwriting; Pen-based online handwriting

Proceeding

Track

Engineering and Sciences

License

Copyright (c) 2026 Sustainable Global Societies Initiative

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Abstract

Neurons in the brain's nerve system regulate handwriting, which reflects a person's psychology and personality. User authentication, the evaluation of neurodegenerative conditions, and the categorization of handedness, gender, and age groups are only a few of the uses for this special quality. Conventional authentication methods are susceptible to security breaches because they involve fingerprints, memorization, and information leaking.    Online handwriting is a contemporary human-computer interaction technique that allows users to write on the surface in an unconstrained, natural way. Due to its unique characteristics, pen-based online handwriting is far more challenging than typical 2D handwriting systems that rely on ink and paper.

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How to Cite

Verma, D. ., & Dr. Ajay Kumar, D. A. K. (2026). Online Writing Recognition – Review: Trajectory-Based Modeling and Recognition of Characters and Words. Sustainable Global Societies Initiative, 1(2). https://vectmag.com/sgsi/paper/view/365