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 …

Signatures act as the key to the validation of important documents, both in offline and
digitized forms. This also means that forged signatures are vastly used to commit fraud. With …

Handwritten signature is the most commonly employed behavioral biometric in financial, and
legal institutions. Because of its simplicity, forgers may easily counterfeit signatures and …

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 …

Handwritten signatures have been used in financial and legal documents for a long time. It is
crucial in the financial sector to distinguish between authentic handwritten signatures and …

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 …

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

Featured Application This deep learning-based method is useful in the computer-aided
detection of forgery signatures by using a single known genuine sample. Abstract Signature …

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

The increase in signature forgery cases can be attributed to the escape of forged signatures
from manual signature verification systems. Researchers have developed various machine …