• AKHILA K S

This paper deals with the study and review of various methods to overcome the challenges involving identification and verification of online signatures. Handwritten signatures have long been the most widely used form of personal identification. So it plays an important role in today's society but the great concern is the security issues behind this. To avoid such situations Computer Assisted Automatic Signature Verification has introduced to improve performance and verification of signatures.This paper proposes a generalized architecture for the signature verification system, illuminates a comprehensive overview of various signature verification applications, points to the importance of DeepSignDB in signature verification systems and suggests appropriate signature tools and supporting frameworks for next-generation signature applications.By developing a transformer-based model for online signature verification using the DeepSiggnDB dataset, this research aims to enhance the accuracy and reliability of signature authentication systems

"Introducing A Transformer Model for Online Signature Verification and It's Applications", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 9, page no.g206-g217, September-2024, Available :http://www.jetir.org/papers/JETIR2409619.pdf

"Introducing A Transformer Model for Online Signature Verification and It's Applications", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 9, page no. ppg206-g217, September-2024, Available at : http://www.jetir.org/papers/JETIR2409619.pdf