Advances in Computer Science and Engineering
Volume 7, Issue 1, Pages 25 - 35
(August 2011)
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AN IMPROVED PROPOSED APPROACH FOR HANDWRITTEN ARABIC SIGNATURE RECOGNITION
Muzhir Shaban Al-Ani and Maha Mahmoud Al-Saidi
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Abstract:
Handwritten signature recognition plays an important part in our life and especially in security applications. The proposed handwritten signature recognition system is implemented via many steps such as Discrete Wavelet Transform (DWT), feature vector generation, fusion between feature vectors, then applying Support Vector Machine (SVM). These steps are applied for identification and verification of signatures. The results obtained from the verification process are better than the results obtained from the identification under the same circumstances. |
| Keywords and phrases: biometrics, discrete wavelet transform, support vector machine, fusion. |
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