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An electronic signature can be considered as easier, faster, and more efficient when compared to using pen and paper, saving more time and money by avoiding the need to print, sign, scan, or mail your documents.

Handwritten signatures are under the direct control of the signer, whereas digital signatures must be applied by a computer commanded by the signer.

Keywords: Handwritten, Signature, Verification, Deep Learning. 1. INTRODUCTION. Signature verification and forgery detection is the process of verifying signatures automatically and instantly to determine whether the signature is real or not. There are two main kinds of signature verification: static and dynamic.

Handwritten signature means the scripted name or legal mark of an individual handwritten by that individual and executed or adopted with the present intention to authenticate a writing in a permanent form. The act of signing with a writing or marking instrument such as a pen or stylus is preserved.

A qualified electronic signature is the most secure type of electronic signature, and it is the only form with the same legal validity as a handwritten signature. A qualified electronic signature requires a trusted third-party certificate authority to verify the signer's identity and link the signature to the document.

Handwritten signature means the scripted name or legal mark of an individual handwritten by that individual and executed or adopted with the present intention to authenticate a writing in a permanent form. The act of signing with a writing or marking instrument such as a pen or stylus is preserved.

There are two main types of signature identification and verification systems: Offline (static) systems and Online (dynamic) systems. In the offline systems, signature is captured or scanned from a document such as bank checks then the system must read and extract features from the image of the signature.

Digital signatures fall under the electronic signature umbrella, and the advanced encryption and decryption methods make this type of signature exceptionally secure.