On-line Arabic handwriting recognition system based on HMM

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

Volumn , Issue , 2011, Pages 1324-1328

  Ahmed, Hany ^a   Azeem, Sherif Abdel ^a  

^a AMERICAN UNIVERSITY IN CAIRO   (Egypt)

Author keywords

Arabic; HMM; Online handwriting recognition

Indexed keywords

ARABIC; ARABIC HANDWRITING; ARABIC HANDWRITING RECOGNITION SYSTEMS; HMM; ONLINE HANDWRITING RECOGNITION; RECOGNITION PROCESS; RECOGNITION RATES; WORD MATCHING;

FEATURE EXTRACTION; HIDDEN MARKOV MODELS;

CHARACTER RECOGNITION;

EID: 82355175628     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2011.266     Document Type: Conference Paper

References (9)

1. Haikal El Abed, Volker Margner, Monji Kherallah, and Adel M. Alimi, "ICDAR 2009 Online Arabic handwriting recognition competition," In Proceedings of the 2009 10th International Conference on Document Analysis and Recognition (ICDAR '09).
2. Nick Bardici, and Björn Skarin, " Speech Recognition using Hidden Markov Model," M.Sc.Thesis, Department of Telecommunications and Signal Processing, Blekinge Institute of Technology, 2006.
3. Houcine Boubaker, Monji Kherallah, and Adel M. Alimi, "New algorithm of straight or curved baseline detection for short arabic handwritten writing," In Proceedings of the 10th International Conference on Document Analysis and Recognition (ICDAR), pp. 778-782, July 2009.
4. Abdelkarim Elbaati, Houcine Boubaker, Monji Kherallah, Adel M. Alimi, Abdellatif Ennaji, and Haikal El Abed, "Arabic handwriting recognition using restored stroke chronology," In Proceedings of the 10th International Conference on Document Analysis and Recognition (ICDAR), pp. 411-415, July 2009.
5. Mahdi Hamdani, Haikal El Abed, Monji Kherallah, and Adel M. Alimi, " Combining multiple HMMs using online and offline features for offline Arabic handwriting recognition," In Proceedings of the 10th International Conference on Document Analysis and Recognition (ICDAR), vol. 1, pp. 201-205, July 2009.
6. S. Jager, and S. Manke, J. Reichert, and A. Waibel, "Online handwriting recognition: the npen++ recognizer," IJDAR, vol. 3, no. 3, pp. 169-180, 2001.
7. Monji Kherallah, F. Bouri, and Adel M. Alimi, " On-line Arabic handwriting recognition system based on visual encoding and genetic algorithm," Eng Appl. Artif. Intell. 22, 153-170 (2009).
8. Moisés Pastor, Alejandro Toselli, and Enrique Vidal, "Writing speed normalization for on-Line handwritten text recognition," Proceedings of the 2005 Eight International Conference on Document Analysis and Recognition (ICDAR'05).
9. Samia Snoussi Maddouri,Fadoua Bouafif Samoud,Kaouthar Bouriel,Noureddine Ellouze, and Haikal El Abed, "Baseline Extraction: Comparison of six methods on IFN/ENIT Database," The 11th International Conference on Frontiers in Handwriting Recognition,2008.