Bank Cheque Signature Verification System using Artificial Intelligence
نویسندگان
چکیده
منابع مشابه
Signature Processing in Handwritten Bank Cheque Images
-Signature is the most important feature of a bank cheque. Basically signature verification is a scheme to verify a cheque for its authentication. The data base consist of several bank’s cheque. The present paper focuses on different steps including browsing a bank cheque, pre-processing, feature extraction, recognition. Preprocessing stage includes image resizing, noise elimination, thinning e...
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Signature plays its authorization role in almost every document. Proper care should be taken for the verification of the genuineness of the signature in legal documents. Signature verification scheme can be online or offline based on the acquisition type. A novel method for offline signature verification in bank cheques is proposed. It is found out that using fractal dimensions for verification...
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Handwritten signature is the most accepted and economical means of personnel authentication. It can be verified using online or offline schemes. This paper proposes a signature verification model by combining Zernike moments feature with circularity and aspect ratio. Unlike characters, signatures vary each time because of its behavioural biometric property. Signatures can be identified based on...
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---------------------------------------------------ABSTRACT-----------------------------------------------The associative memory feature of the Hopfield type recurrent neural network is used for the pattern storage and pattern authentication. This paper outlines an optimization relaxation approach for signature verification based on the Hopfield neural network (HNN) which is a recurrent network...
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ژورنال
عنوان ژورنال: International Journal for Research in Applied Science and Engineering Technology
سال: 2020
ISSN: 2321-9653
DOI: 10.22214/ijraset.2020.31902