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Title |
An Efficient Off-line Signature Identification Method Based On Fourier Descriptor and Chain Codes |
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Author |
Ismail A. Ismail, Mohamed A. Ramadan, Talaat S. El-Danaf, Ahmed H. Samak |
| Citation |
Vol. 10 No. 5 pp. 29-35 |
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Abstract |
This paper presents a novel off-line signature identification method based on Fourier Descriptor ( FDs ) and Chain Codes features. Signature identification classified into two different problems: recognition and verification. In recognition process we used Principle Component Analysis. In verification process we designed a multilayer feed forward artificial neural network. The main steps of constructing a signature identification system are discussed and experiments on real data sets show that the average error rate can reach 3.8%. |
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Keywords |
signature recognition, Fourier Descriptor, Principle Component Analysis, personal verification |
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