Advanced methods for two-class problem formulation for on-line signature verification

Neurocomputing

Volumn 69, Issue 7-9 SPEC. ISS., 2006, Pages 854-857

  Nanni, Loris ^a   Lumini, Alessandra ^a  

^a UNIVERSITY OF BOLOGNA   (Italy)

Author keywords

Signature verification; Support vector machine

Indexed keywords

CHARACTER RECOGNITION; ERROR ANALYSIS; FEATURE EXTRACTION; LEARNING SYSTEMS; ONLINE SYSTEMS; PROBLEM SOLVING;

SIGNATURE VERIFICATION; SUPPORT VECTOR MACHINE;

PATTERN RECOGNITION;

ALGORITHM; ANALYTICAL ERROR; ARTICLE; ARTIFICIAL INTELLIGENCE; COMPUTER ANALYSIS; COMPUTER PROGRAM; DECISION SUPPORT SYSTEM; HUMAN; METHODOLOGY; ONLINE SYSTEM; PATTERN RECOGNITION; PRIORITY JOURNAL; WRITING;

EID: 32544434257     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2005.08.007     Document Type: Article

References (10)

1. R.O. Duda P.E. Hart D.G. Stork Pattern Classification second ed. 2000 Wiley New York
2. J. Fierrez-Aguilar, L. Nanni, J. Lopez-Penalba, J. Ortega-Garcia, D. Maltoni, An on-line signature verification system based on fusion of local and global information, in: Audio- and Video-based Biometric Person Authentication 2005, New York, USA, July 20-22, 2005, pp. 523-532.
3. T.K. Ho The random subspace method for constructing decision forests IEEE Trans. Pattern Anal. Machine Intell. 20 8 1998 832-844
4. A.K. Jain F. Griess S. Connell On-line signature verification Pattern Recognition 35 12 2002 2963-2972
5. A. Khalmatov, B. Yanikoglu, Identity authentication using improved online signature verification method, Pattern Recognition Lett. 26 (15) (2005) 2400-2408.
6. J. Kittler M. Hatef R. Duin J. Matas On combining classifiers IEEE Trans. Pattern Anal. Machine Intell. 20 3 1998 226-239
7. L. Nanni, A. Lumini, Ensemble of Parzen Window Classifiers for on-line signature verification, Neurocomputing 68 (2005) 217-224.
8. J. Ortega-Garcia, J. Fierrez-Aguilar, J. Martin-Rello, J. Gonzalez-Rodriguez, Complete signal modelling and score normalization for function-based dynamic signature verification, in: Audio- and Video-based Biometric Person Authentication 2003, Guilford, UK, June 9-11, 2003, pp. 658-667.
9. J. Ortega-Garcia J. Fierrez-Aguilar D. Simon et. al. MCYT baseline corpus: A bimodal biometric database IEE Proc. Vision Image Sensor Processor 150 6 2003 395-401
10. D.Y. Yeung, et al., SVC2004: First international signature verification competition, in: International Conference on Biometric Authentication 2004, Fort Lauderdale, USA, July 15-17, 2004, pp. 16-22.