Handwritten Signature Verification using Neural Network
نویسندگان
چکیده
منابع مشابه
Neural Network-based Handwritten Signature Verification
Handwritten signatures are considered as the most natural method of authenticating a person’s identity (compared to other biometric and cryptographic forms of authentication). The learning process inherent in Neural Networks (NN) can be applied to the process of verifying handwritten signatures that are electronically captured via a stylus. This paper presents a method for verifying handwritten...
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Handwritten signatures are used for major human identification procedures including money transfer dealings amongst other vitally important fields. Signatures can be perceived as a behavioral biometric and this paper evaluates the performance of an Error Back Propagation (EBP) Artificial Neural Network (ANN) for authenticating these. The work done has provided encouraging results and has re-con...
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In this paper we present new improved off-line signature verification system using global and texture features of signatures. This scheme is based on the technique that applies preprocessing on the signature to get a binary image and then calculate the global and texture features points from it and maintain a feature vector. All calculations are done on the basis of these feature points. The fe...
متن کاملNeural Networks on Handwritten Signature Verification
Biometric offers potential for automatic personal identification and verification, differently from other means for personal verification; biometric means are not based on the possession of anything (as cards) or the knowledge of some information (as passwords). There is considerable interest in biometric authentication based on automatic signature verification (ASV) systems because ASV has dem...
متن کاملNeural Networks on Handwritten Signature Verification
Biometric offers potential for automatic personal identification and verification, differently from other means for personal verification; biometric means are not based on the possession of anything (as cards) or the knowledge of some information (as passwords). There is considerable interest in biometric authentication based on automatic signature verification (ASV) systems because ASV has dem...
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ژورنال
عنوان ژورنال: International Journal of Applied Information Systems
سال: 2012
ISSN: 2249-0868
DOI: 10.5120/ijais12-450114