Verification of the authenticity of handwritten signature using structure neural network type OCON

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5622, Issue PART 1, 2004, Pages 218-223

  Molina, M L ^a   Arias, N A ^a   Gualdron O ^b  

^a UNIVERSIDAD DE PAMPLONA   (Colombia)

^b UNIVERSIDAD INDUSTRIAL DE SANTANDER   (Colombia)

Author keywords

Fourier descriptors; Neural network; Verification of signature

Indexed keywords

ALGORITHMS; DATA REDUCTION; FOURIER TRANSFORMS; INFORMATION ANALYSIS; MULTILAYER NEURAL NETWORKS; SET THEORY;

DIGITA TABLET; FOURIER DESCRIPTORS; HANDWRITTEN SIGNATURE; VERIFICATION OF SIGNATURE;

ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS;

EID: 17644419058     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.590754     Document Type: Conference Paper

References (6)

1. R. PLAMONDON y G. LORETTE, "Automatic Signature Verification and Writer Identification: the state of the art", Pattern Recognition 22(2), 107-131 (1989).
2. R. PLAMONDON and G. LORETTE, "Designing an Automatic Signature Verifier: problem definition and system description", in Computer Processing of Handwriting, R. Plamondon and C.G. Leedham, Eds. pp 3-20 World Scientific (1990).
3. M.L.Molina, N.A.Arias, J.Meneses. "Verification of handwritten signature using three-dimensional correlation", SPIE Proceedings Volume 4829, 227-228 (2002)
4. R.S.Kashi, W.Turin, W. Nelson, "On-line handwritten signature verification using stroke direction coding", Opt. Eng 35(9) 2526-2533. (1996)
5. H. Baltzakis, N. Papamarkos, "A new signature verification technique based on a two-stage neural network classifier", Engineering Applications of Artificial Intelligence 14 (2001)
6. M.L.Molina, "Verification de la autenticidad de la firma escrita a mano", Tesis de Maestría, Universidad Industrial de Santander, 2003