Offline Signature Recognition Using Radon Transform

In this paper, a new offline signature recognition system based on Radon Transform, Fractal Dimension (FD) and Support Vector Machine (SVM) is presented. In the first step, projections of original signatures along four specified directions have been performed using radon transform. Then, FDs of four obtained vectors are calculated to construct a feature vector for each signature. These vectors are then fed into SVM classifier for recognition of signatures. In order to evaluate the effectiveness of the system several experiments are carried out. Offline signature database from Signature Verification Competition (SVC) 2004 is used during all of the tests.

Provided by: Islamic Azad University Topic: Security Date Added: Mar 2012 Format: PDF

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