Support vector machines versus multi-layer perceptrons for efficient off-line signature recognition

• Published in: Engineering applications of artificial intelligence Vol. 19; no. 6; pp. 693 - 704
• Main Authors: Frias-Martinez, E., Sanchez, A., Velez, J.
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.09.2006
• Subjects: Multi-layer perceptrons; Off-line signature recognition; Support vector machines; Support vector machines; Off-line signature recognition; Multi-layer perceptrons

The problem of automatic signature recognition has received little attention in comparison with the problem of signature verification despite its potential applications for accessing security-sensitive facilities and for processing certain legal and historical documents. This paper presents an effic...