An effective writer verification algorithm using negative samples

Proceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR

Volumn , Issue , 2004, Pages 509-513

  Wang, Xianliang ^a   Ding, Xiaoqing ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN THEORY; DIRECTIONAL ELEMENT FEATURES (DEF); HANDWRITING VERIFICATION; WRITER VERIFICATION;

ALGORITHMS; CHARACTER SETS; DATABASE SYSTEMS; NEURAL NETWORKS; PATTERN MATCHING; PROBABILITY DENSITY FUNCTION; SEMANTICS; STATISTICAL METHODS; VECTORS;

OPTICAL CHARACTER RECOGNITION;

EID: 18044373001     PISSN: 15505235     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IWFHR.2004.14     Document Type: Conference Paper

References (8)

1. R. Plamondon, G. Lorette, "Automatic Signature Verification and Writer Identification - The State of the Art", Pattern Recognition, vol. 22, No. 2, pp. 107-131, 1989.
2. I. Yoshimura, M. Yoshimura, "Off-line Writer Verification Using Ordinary Characters as The Object", Pattern Recognition, vol. 24, No. 9, pp. 909-915, 1991.
3. Hong Yan, Jing Wu, "Writer Verification Using Multiple Neural Networks", IEEE International Conference on Neural Networks, vol. 1, 1995, pp. 414-417.
4. N. Kato, M. Suzuki, S. Omachi, etc, "A Handwritten Character Recognition System Using Directional Element Feature and Asymmetric Mahalanobis Distance", IEEE Trans. on PAMI, vol. 21, No. 3, Mar. 1999, pp. 258-262.
5. J. Zhang, X. Ding, C. Liu, "Multi-Scale Feature Extraction and Nested-Subset Classifier Design for High Accuracy Handwritten Character Recognition", Proc. 15th Int. Conf. on Pattern Recognition, vol. 2, 2000, pp. 581-584.
6. X. L. Wang, X. Q. Ding, and H. L. Liu, "Writer Identification Using Directional Element Features and Linear Transform", ICDAR '2003, pp. 942-945.
7. R. O. Duda and P. E. Hart. Pattern Classification and Scene Analysis. Wiley, New York, 1973.
8. J. Kittler, M. Hatef, R. P. W. Duin, et al, "On combining classifiers", IEEE Trans, on PAMI, 1998, 20(3), pp. 226-239.