Handwritten signature recognition (HSR) is crucial in various applications, such as
document verification, authentication, financial transactions, banking transactions, and legal …

A common biometric for establishing a person's identity in document forensics is verification
of handwritten signatures. Signature plays an important role in banking, financial …

Secure authentication plays a major role in ensuring the identity of a person. Everyone has
an individual and unique signature, which is used as their personal identification in all their …

A signature is one of the official biometric identification media that has special characteristics
that are difficult to distinguish just by comparing with existing signatures. This causes …

Authorized high security systems for legal contracts is need of the hour for an automatic
authentication system. This study investigates the off-line signature verification system to …

Signature of a person can uniquely identify the person and it is widely used in social
situations and monetary transactions with individuals and financial entities. Many fraud …

With the growing usage of handwritten signatures in legal documents and financial
transactions, it is crucial to select an efficient technique for validating these signatures and …

This paper presents a comprehensive study on handwritten signature verification using
deep learning techniques. This research aims to address the challenges of offline signature …

Despite the development of identity detection using biometrics in the field of financial
transactions, the handwritten signature remains the most commonly used to this day. The …

An increasing number of disguising frauds are resorting to forged signatures. This poses
significant challenges and threats to both business operations and personal privacy. The …