Arabic and Latin script identification in printed and handwritten types Based on Steerable Pyramid Features

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

Volumn , Issue , 2009, Pages 591-595

  Benjelil, Mohamed ^a   Kanoun, Slim ^a   Mullot, Rémy ^b   Alimi, Adel M ^a  

^a UNIVERSITY OF SFAX   (Tunisia)

^b UNIVERSITÉ DE LA ROCHELLE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CURSIVE SCRIPT; RESEARCH PAPERS; SCRIPT IDENTIFICATION; STEERABLE PYRAMID TRANSFORMS; STEERABLE PYRAMIDS; SUB-BANDS; WORD LEVEL;

RESEARCH;

EID: 71249131658     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2009.287     Document Type: Conference Paper

References (22)

1. Bennasri, A., Zahour, A., Taconet, B., 2000. Arabic Script Preprocessing and Application to Postal Addresses. Proc. ACIDCA'2000, 74-79.
2. Busch, A., Boles, W. W., Sridharan, S., 2005. Texture for Script Identification. IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 27, no. 11, 1720-1732.
3. Ding, J., Lam, L., Suen, C.Y., 1997. Classification of Oriental and European Scripts by Using Characteristic Features. Proc. International Conference on Document Analysis and Recognition, 1023-1027.
4. Fan, K., Wang, L., Tu, Y., 1998. Classification of machine-printed and handwritten texts using character block layout variance. International Journal of Pattern Recognition, vol. 31, no. 9, 1275-1284.
5. Hochberg, J., Kelly, P., Thomas, T., Kerns, L., 1997a. Automatic Script Identification From Document Images Using Cluster-Based Templates. IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 19, no. 2, 176-181.
6. Hochberg, J., Bowers, K., Cannon, M., Kelly, P., 1999a. Script and Language Identification for Handwritten Document Images. International Journal on Document Analysis and Recognition, vol. 2, 45-52.
7. Jaeger, S., Ma, H., Doermann, D., 2005. Identifying Script on Word-Level with Informational Confidence. Proc. International Conference on Document Analysis and Recognition, 416-420.
8. S. Kanoun, A. Ennaji, A. Alimi, Y. Lecourtier "Script and Nature Differentiation For and Latin Text Images", 8th IAPR - International Workshop on Frontiers in Handwriting Recognition : IWFHR'2002, pp. 309-313, 6-8 Août, 2002, Niagara-on-the-Lake, Ontario, Canada.
9. Lee, D.S., Nohl, C.R., Baird, H.S., 1996. Language Identification in Complex, Unoriented, and Degraded Document Images. Proc. IAPR Workshop on Document Analysis System, 76-98.
10. Liu, Y. H., Lin, C. C., Chang, F., 2005. Language Identification of Character Images Using Machine Learning Techniques. Proc. International Conference on Document Analysis and Recognition, 630-634.
11. Pal, U., Sinha, S., Chaudhuri, B. B., 2003. Multi-Script Line identification from Indian Documents. Proc. International Conference on Document Analysis and Recognition, 880-884.
12. Pan, W. M., Suen, C. Y., Bui, T. D., 2005. Script Identification Using Steerable Gabor Filters. Proc. International Conference on Document Analysis and Recognition, 883-887.
13. Patil, S. B., Subbareddy, N. V., 2002. Neural network based system for script identification in Indian documents. Sadhana, vol. 27, Part 1, 83-97.
14. Spitz, A.L., 1997. Determination of the the Script and Language Content of Document Images. IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 19, no. 3, 235-245.
15. Tan, T.N., 1998. Rotation Invariant Texture Features and Their Use in Automatic Script Identification", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 20, no. 7, 751-756.
16. Wood, S. L., Yao, X., Krishnamurthi, K., Dang, L., 1995. Language identification for Printed Text Independent of Segmentation. Proc IEEE International Conference on Image Processing, 428-431.
17. Zhou, L., Lu, Y., Tan, C. L., 2006. Bangla/English script identification based on analysis of connected component profiles. Proc. 7th IAPR workshop on Document Analysis Systems.
18. Simoncelli, E.P., Freeman, W.T., 1995. The steerable pyramid: A flexible architecture for multi-scale derivative computation, In: Proc. IEEE Second Internat. Conf. on Image Process. Washington, DC, pp. 444-447.
19. W. T. Freeman, E. H. Adelson, «The design and use of steerable filters», IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 13, no. 9, pp. 891-906,September,1991.
20. th IAPR - International Conference on Document Analysis and Recognition: ICDAR'2007, pp. 1103 - 1107, Volume 2, 23-26 September, 2007, Curitiba, Paraná, Brazil.
21. th IAPR - International Workshop on Document Analysis Systems : DAS'2000, pp. 159-165, 10-13 Décembre 2000, Rio de Janeiro, Brazil.
22. ème Colloque International Francophone sur l'Ecrit et le Document : CIFED'2000, pp. 121-129, 3-5 Juillet 2000, Lyon, France.