In the real world, banks have always required a handwritten signature while creating a new
account, signing cheques or any other official document. But they never really verify if the …

Handwritten signature is a common biometric trait, widely used for confirming the presence
or the consent of a person. Offline Signature Verification (OSV) is the task of verifying the …

In recent years, significant progress has been made in the field of handwritten signature
verification through methods based on deep learning. However, due to the high intra-class …

The existing methods are difficult to maintain the balance of high accuracy and low model
capacity for writer-independent offline signature verification. Thus, this paper developed a …

An increasing number of criminals are resorting to forged signatures for executing illegal
and criminal activities. This poses significant challenges and threats to both business …

Offline signature verification is a widely used biometric method in finance, law, and
administrative procedures. However, existing deep convolutional neural network models …

Research on Offline Handwritten Signature Verification explored a large variety of
handcrafted feature extractors, ranging from graphology, texture descriptors to interest …

Handwritten signature verification is an indispensable means of identification in biometric
information recognition and has broad application prospects and research significance in …

Handwritten signature verification has attracted a lot of attention in recent years for
authentication purposes and yet, it is still prone to mistakes of human error. Thus, with the …