ICDAR 2009 Online Arabic handwriting recognition competition

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

Volumn , Issue , 2009, Pages 1388-1392

  El Abed, Haikal ^a   Märgner, Volker ^a   Kherallah, Monji ^b   Alimi, Adel M ^b  

^a TECHNICAL UNIVERSITY OF BRAUNSCHWEIG   (Germany)

^b UNIVERSITY OF SFAX   (Tunisia)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION SYSTEM; DATA SETS; EXPERIMENTAL SETUP; HANDWRITTEN WORDS; ONLINE ARABIC HANDWRITING RECOGNITION; RECOGNITION RATES;

COMPETITION; FEEDFORWARD NEURAL NETWORKS; FLUORINE CONTAINING POLYMERS; STATISTICAL TESTS;

CHARACTER RECOGNITION;

EID: 71249099853     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2009.284     Document Type: Conference Paper

References (19)

1. H. Boubaker, M. Kherallah, and A. M. Alimi. New strategy for the on-line handwriting modelling. In Proc. Ninth International Conference on Document Analysis and Recognition (ICDAR), volume 2, pages 1233-1247, 23-26 Sept. 2007.
2. H. Boubaker, M. Kherallah, and A. M. Alimi. New algorithm of straight or curved baseline detection for short arabic handwritten writing. In International Conference on Document Analysis and Recognition (ICDAR), 2009.
3. H. El Abed and V. Märgner. Base de données et compétitions - outils de développement et d'évaluation de systèmes de reconnaissance de mots manuscrits arabes. In 10th Colloque International Francophone sur l'Ecrit et le Document, CIFED, pages 103-108, 2008.
4. A. Elbaati, M. Kherallah, H. El Abed, A. Ennaji, and A. M. Alimi. Arabic handwriting recognition using restored stroke chronology. In International Conference on Document Analysis and Recognition (ICDAR), 2009.
5. A. Graves. Supervised Sequence Labelling with Recurrent Neural Networks. Ph.D. in Informatics, Fakultat für Informatik - Technische Universität München, Germany, 2008.
6. A. Graves, S. Fernández, F. Gomez, and J. Schmidhuber. Connectionist temporal classification: Labelling unsegmented sequence data with recurrent neural networks. In Proceedings of the International Conference on Machine Learning, ICML 2006, Pittsburgh, USA, 2006.
7. A. Graves, S. Fernàndez, and J. Schmidhuber. Multidimensional recurrent neural networks. In Proceedings of the International Conference on Artificial Neural Networks, 2007.
8. A. Graves, M. Liwicki, S. Fernandez, R. Bertolami, H. Bunke, and J. Schmidhuber. A novel connectionist system for unconstrained handwriting recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(5):855-868, 2009.
9. A. Graves and J. Schmidhuber. Offline handwriting recognition with multidimensional recurrent neural networks. In Advances in Neural Information Processing Systems 21, 2009.
10. M. Hamdani, H. El Abed, M. Kherallah, and A. M. Alimi. Combining multiple hmms using on-line and off-line features for off-line arabic handwriting recognition. In International Conference on Document Analysis and Recognition (ICDAR), 2009.
11. S. Hochreiter and J. Schmidhuber. Long short-term memory. Neural Computation, 9(8):1735-1780, 1997.
12. M. Kherallah, F. Bouri, and A. M. Alimi. On-line arabic handwriting recognition system based on visual encoding and genetic algorithm. Engineering Applications of Artificial Intelligence, 22:153-170, 2009.
13. th IFIP World Computer Congress, pages 187-196, 2004.
14. M. Kherallah, L. Haddad, A. M. Alimi, and A. Mitiche. Online handwritten digit recognition based on trajectory and velocity modeling. Pattern Recognition Letters, 29:580-594, 2008.
15. F. Lacquaniti, C. Terzuolo, and P. Viviani. The law relating the kinematic and figural aspects of drawing movements. Acta Psychol (Amst), 54(1-3):115-130, Oct 1983.
16. th International Conference on Document Analysis and Recognition (ICDAR), volume 2, pages 1274-1278, 2007.
17. V. Märgner, M. Pechwitz, and H. El Abed. ICDAR 2005 arabic handwriting recognition competition. In 8th International Conference on Document Analysis and Recognition (ICDAR), volume 1, pages 70-74, 2005.
18. J. Sternby, J. Morwing, J. Andersson, and C. Friberg. Online arabic handwriting recognition with templates. Pattern Recognition, page in Press, 2009.
19. P. Viviani and M. Cenzato. Segmentation and coupling in complex movements. Journal of Experimental Psychology: Human, Perception and Performance, 11(6):828-845, Dec 1985.