Estimating the pen trajectories of multi-path static scripts using Hidden Markov Models

Proceedings of the International Conference on Document Analysis and Recognition, ICDAR

Volumn 2005, Issue , 2005, Pages 41-45

  Nel, E ^a   Du Preez, J A ^a   Herbst, B M ^a  

^a STELLENBOSCH UNIVERSITY   (South Africa)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE EXTRACTION; HIDDEN MARKOV MODELS; IMAGE ANALYSIS; INFORMATION ANALYSIS;

DYNAMIC INFORMATION; PEN TRAJECTORY; STATIC IMAGE;

CHARACTER RECOGNITION;

EID: 33947365188     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2005.106     Document Type: Conference Paper

References (14)

1. Y. Al-Ohali, M. Chenet, and C. Y. Suen. Efficient estimation of pen trajectory from off-line handwritten words. In Proceedings of the International Conference on Pattern Recognition, pages 323-326, 2002.
2. G. Boccignone, A. Chianese, L. P. Cordella, and A. Marcelli. Recovering dynamic information from static handwriting. Pattern Recognition, 26(3):409-418, 1993.
3. J. R. Deller, J. H. L. Hansen, and J. G. Proakis. DiscreteTime Processing of Speech Signals. IEEE Press, 2000.
4. J. A. du Preez and D. M. Weber. The integration and training of arbitrary-order HMMs. Australian Journal on Intelligent Information Processing Systems (ICSLP98 Special Issue), 5(4):261-268, 1998.
5. V. Govindaraju and R. K. Krishnamurthy. Holistic handwritten word recognition using temporal features derived from off-line images. Pattern Recognition Letters, 17(5):537-540, 1996.
6. J. K. Guo, D. Doermann, and A. Rosenfeld. Forgery detection by local correspondence. International. Journal, of Pattern Recognition and Artificial Intelligence, 15(4):579-641, 2001.
7. S. Jäger. Recovering Dynamic Information from Static, Handwritten Word Images. PhD thesis, University of Freiburg, 1998.
8. Y. Kato and M. Yasuhara. Recovery of drawing order from single-stroke handwriting images. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(9):938-949, September 2000.
9. L. Lam, S. Lee, and C. Y. Suen. Thinning methodologies-a comprehensive survey. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14(9):869-885, 1992.
10. K. K. Lau, P. C. Yuen, and Y. Y. Tang. Recovery of writing sequence of static images of handwriting using UWM. In Proceedings of the International Conference on Document Analysis and Recognition, pages 1123-1128, 2003.
11. S. Lee and J. C. Pan. Offline tracing and representation of signatures. IEEE Transactions on Systems, Man, and Cybernetics, 22(4):755-771, July 1992.
12. E. Nel, J. A. du Preez, and B. M. Herbst. Estimating the pen trajectories of static signatures using hidden Markov models. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2005. Accepted, to be published.
13. R. Plamondon and S. N. Srihari. On-line and off-line handwriting recognition: A comprehensive survey. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(1):63-84, January 2000.
14. J. J. Zou and H. Yan. Skeletonization of ribbon-like shapes based on regularity and singularity analysis. IEEE Transactions on Systems, Man, and Cybernetics B, 31(3):401-407, June 2001.