A new encoding system: Application to on-line Arabic handwriting

Proceedings - 12th International Conference on Frontiers in Handwriting Recognition, ICFHR 2010

Volumn , Issue , 2010, Pages 451-456

  Njah, Sourour ^a   Bezine, Hala ^a   Alimi, Adel M ^a  

^a UNIVERSITY OF SFAX   (Tunisia)

Author keywords

Beta elliptic model; Fuzzy theory; Genetic algorithms; On line handwriting generation; Perceptual codes

Indexed keywords

ARABIC HANDWRITING; BETA-ELLIPTIC MODEL; DIGITIZING TABLET; FUZZY THEORY; HANDWRITING SEGMENTATION; HUMAN PERCEPTUAL SYSTEM; NEW APPROACHES; ON-LINE HANDWRITING GENERATION; PERCEPTUAL CODES; PERCEPTUAL ENCODING; SYSTEM USE;

COMPUTATIONAL LINGUISTICS; ENCODING (SYMBOLS); FEEDFORWARD NEURAL NETWORKS; FUZZY LOGIC; FUZZY SET THEORY; FUZZY SETS; GENETIC ALGORITHMS;

CHARACTER RECOGNITION;

EID: 79951691118     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICFHR.2010.77     Document Type: Conference Paper

References (19)

1. A.M Alimi, "Beta Neuro-Fuzzy Systems". TASK Quarterly Journal, special issue on " Neural Networks" edited by W Duch and D. Rutkowska, vol. 7, no.1, pp. 23-41, 2003.
2. E. Anquetil and G. Lorette , "Perceptual model of handwriting drawing application to the handwriting segmentation problem", Proc.Int.Conf., ICDAR, Germany, pp. 112-117, 1997.
3. H. Bezine, A.M Alimi and N. Derbel , "An explanation of the feature of a handwriting trajectory movement controlled by a Bêta-Elliptic Model", Proc.Int.Conf., ICDAR, Edinburgh UK, pp. 1228-1232, 2003.
4. H. Bezine, M. Kefi and A.M Alimi, "On the Beta-elliptic model for the control of the human arm movement", IJPRAI, vol 21, no1, 2007.
5. H. Chouaib, N. Vincent, F. Cloppet and S. Tabbone, "Generic feature selection and document processing", ICDAR, Spain, pp. 356-360, 2009.
6. M. Côté, E. Lecolinet, M.Cheriet, and C.Y. Suen, "Automatic reading of cursive scripts using a reading model and perceptual concepts, The PERCEPTO system", IJDAR, vol 1, pp. 3-17, 1998.
7. Daifallah K., Zarka N., Jamous H., "Recognition-based Segmentation Algorithm for On-line Arabic Handwriting" , ICDAR, Spain, pp. 886-890, 2009.
8. H. El Abed and V. Märgner, "Comparison of Different Preprocessing and Feature Extraction Methods for Offline Recognition of Handwritten ArabicWords", ICDAR, Brazil, pp. 974-978, 2007.
9. H. El Abed, V. Märgner, M. Kherallah and A.M Alimi, "ICDAR 2009 Online Arabic Handwriting Recognition Competition", ICDAR, Spain, pp. 1388-1392, 2009.
10. rd millennium?", IJDAR, vol 2, pp. 2-12, 1999.
11. C. Gagné and M. Parizeau, "Genetic engineering of hierarchical fuzzy regional representations for handwritten character recognition", IJDAR, vol 8 no4, pp. 223-231, 2006.
12. M. Kherallah, S. Njah, A.M. Alimi and N. Derbel, "Recognition of on-line handwritten digits by neural networks using circular and beta approaches". Proc.Int. Conf. IEEE International Conference on Systems, Man and Cybernatics, Hammamet, Tunisie, 2002.
13. G. Louloudis, B. Gatos, I. Pratikakis and C. Halatsis "Text line and word segmentation of handwritten documents", Pattern recognition letters, vol 42, pp. 3169-3183, 2009.
14. S. Njah, H. Bezine and A.M Alimi, " A new approach for the extraction of handwriting perceptual codes using fuzzy logic", ICFHR, Canada, 2008.
15. M.P. Schambach, J. Rottland and T. Alery, "How to convert a latin handwriting recognition system to Arabic", ICFHR, Canada, 2008.
16. R.R Sharapov, "Genetic algorithms: Basic ideas, Variants and Analysis", Vision systems: segmentation and pattern recognition, pp. 407-422, 2007.
17. J. Sternby, J. Morwing, J. Anderson and C. Friberg, "On-line Arabic handwriting recognition with templates", Pattern Recognition, vol 42, pp. 3278-3286, 2009.
18. J. Wang, C. Wh, Y. XU and H.Y Shum., "Combining shape and physical models for online cursive handwriting synthesis", IJDAR, vol 7, pp 219-227, 2005.
19. L.A Zadeh, "Fuzzy sets", Information and control, vol 8, pp. 338-353, 1965.