Signature Recognition & Verification Using ANN

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Provided by: International Journal of Science and Modern Engineering (IJISME)
Topic: Security
Format: PDF
The signature of a person is an important biometric attribute of a human being which can be used to authenticate human identity. There are various approaches to signature recognition with a lot of scope of research. In this paper, off-line signature recognition & verification using neural network is proposed, where the signature is captured and presented to the user in an image format. Signatures are verified based on parameters extracted from the signature using various image processing techniques. This paper presents a proposed method for verifying offline-signatures. A neural network will be used for verifying signatures.
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