Learning of prototypes and decision boundaries for a verification problem having only positive samples

Pattern Recognition Letters

Volumn 17, Issue 7, 1996, Pages 691-697

  Kim, Jaihie ^a   Yu, J R ^a   Kim, S H ^a  

^a Yonsei University   (South Korea)

Author keywords

Prototype selection; Signature verification; Threshold determination

Indexed keywords

COMPUTATIONAL METHODS; DECISION THEORY; FEATURE EXTRACTION; ONLINE SYSTEMS; REAL TIME SYSTEMS;

FUNCTIONAL APPROACH; PROTOTYPE SELECTION; SIGNATURE VERIFICATION; THRESHOLD DETERMINATION;

CHARACTER RECOGNITION;

EID: 0030170146     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/0167-8655(96)00016-5     Document Type: Article

References (7)

1. Crane, H. and J.S. Ostrem (1983). Automatic signature verification using a three-axis force-sensitive pen. IEEE Trans. Syst. Man Cybernet. 13 (3), 329-337.
2. Plamondon, R. and G. Lorette (1989). Automatic signature verification and writer identification - the state of art. Pattern Recognition 22 (2), 107-131.
3. Revillet, M.S. (1991). Signature verification on postal cheques. Proc. Internat. Conf. on Document Analysis and Recognition, Saint-Malo, France, October 1991, 767-773.
4. Sakoe, H. and S. Chiba (1978). Dynamic programming algorithm optimization for spoken word recognition. IEEE Trans. Acoust. Speech Signal Process. 26 (1), 43-49.
5. Tou, J.T. and R.C. Gonzalez (1974). Pattern Recognition Principles, Addison-Wesley, Reading, MA, 94-104.
6. Yasuhara, M. and M. Oka (1977). Signature verification experiment based on nonlinear time alignment: a feasibility study. IEEE Trans. Syst. Man Cybernet. 17, 212-216.
7. Yu, J.R., M.S. Park, S.H. Kim and Jaihie Kim (1993). Optimal determinats in preprocessing and dynamic programming algorithms for on-line signature verification. Proc. 3rd Joint Conf. and Exhibit, on AI Neural Net and Fuzzy System, Seoul, Korea, 459-463.