Offline Signature Recognition Using Radon Transform

M.Radmehr, S.M.Anisheh, I.Yousefian
2012 Zenodo  
In this work 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
more » ... the system several experiments are carried out. Offline signature database from signature verification competition (SVC) 2004 is used during all of the tests. Experimental result indicates that the proposed method achieved high accuracy rate in signature recognition.
doi:10.5281/zenodo.1063065 fatcat:qg3vvannfbgunovq2axjmvzrzy