Writer-independent off-line handwritten signature verification based on Real Adaboost

2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce, AIMSEC 2011 - Proceedings

Volumn , Issue , 2011, Pages 6095-6098

  Hu, Juan ^a   Chen, Youbin ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Dissimilarity vector; Grey level features; Off line handwritten signature verification; Real Adaboost; Writer independent

Indexed keywords

ADABOOST ALGORITHM; GREY LEVELS; LOCAL FEATURE; OFF-LINE HANDWRITTEN SIGNATURE VERIFICATION; SIGNATURE DATABASE; WRITER-INDEPENDENT;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; ELECTRONIC COMMERCE; FEATURE EXTRACTION; MANAGEMENT SCIENCE;

ADAPTIVE BOOSTING;

EID: 80053249996     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AIMSEC.2011.6010102     Document Type: Conference Paper

References (15)

1. F. Leclerc and R. Plamondon, "Automatic Signature Verification: The State ofthe Art 1989-1993", Pattern Recognition and Artificial Intelligence, special issue on signature verification, 8(3), pp. 643-660, June 1984.
2. R. Plamondon and S.N. Srihari, "Online and Offline Handwriting Recognition: A Comprehensive Survey," IEEE Trans. Pattern Analysis and Machine Intelligence, 22(1), pp. 63-84, Jan. 2000.
3. S. Srihari, A. Xu, M. Kalera, Learning strategies and classification methods for offline signature verification, in: Proceedings of the 9th International Workshop on Frontiers in Handwriting Recognition, 2004, pp. 161-166.
4. KAI HUANG, HONG YAN, Off-line Signature Verification Based on Geometric Feature Extraction and Neural Network Classification, Pattern Recognition, 30(1), pp. 9-17, 1997
5. Vu Nguyen, Michael Blumenstein, Graham Leedham, Global Features for the Off-Line Signature Verification Problem, 2009 10th International Conference on Document Analysis and Recognition, pp. 1300-1304
6. Mohit Mehta, Vijay Choudhary, Rupam Das, Ilyas Khan. Offline Signature Verification and Skilled Forgery Detection using HMM and Sum Graph Features with ANN and Knowledge based Classifier, Second International Conference on Digital Image Processing, Proc. of SPIE Vol. 7546, 75462G 2010
7. Jun-wen, Chen Chuan-bo, Chen Xiao-su, Off-line Chinese Signature Verification Using Weighting Factor on Similarity Computation, 978-1-4244-5895-0/10/ 2010 IEEE
8. JING WEN, BIN FANG, YUAN-YAN TANG, TAI-PING ZHANG, HENG-XIN CHEN, Off-line Signature Verification Based on the Gabor Transform, Proceedings of the 2007 International Conference on Wavelet Analysis and Pattern Recognition, Beijing, China, 2-4 Nov. 2007
9. Ramachandra A.C, Jyothi Srinivasa Rao, K.B. Raja, K.R. Venugopla, L.M. Patnaik, Robust Offline Signature Verification Based On Global Features, IACC 2009 ,Patiala, India, 6-7 March 2009 pp. 1173-1178
10. D. Bertolini, L.S. Oliveira, E. Justino, R.Sabourin, Reducing forgeries in writer-independent off-line signature verification through ensemble of classifiers. Pattern Recognition 43 (2010) 387-396
11. J.F. Vargas, M.A. Ferrer, C.M. Travieso, J.B. Alonso, Off-line signature verification based on grey level information using texture features, Pattern Recognition 44 (2011) 375-385
12. Miguel A.Ferrer, Francisco Vargas, Carlos M.Travieso, Jesus B. Alonso, Signature Verification using Local Directional Pattern (LDP), 978-1-4244-7402-8/10/ 2010 IEE
13. Greg Ridgeway, The State of Boosting, Computing Science and Statistics 31, 172-181, 1999
14. Robert Schapire, Yoram Singer, Improved Boosting Algorithms Using Confidence-rated Predictions, Machine Learning, 37(3):297-336, 1999.
15. Vu Nguyen, Yumiko Kawazoe, Tetsushi Wakabayashi, Umapada Pal, Michael Blumenstein, Performance Analysis of the Gradient Feature and the Modified Direction Feature for Off-line Signature Verification, 2010 12th International Conference on Frontiers in Handwriting Recognition, pp. 303-307.