Local binary patterns for arabic optical font recognition

Proceedings - 11th IAPR International Workshop on Document Analysis Systems, DAS 2014

Volumn , Issue , 2014, Pages 76-80

  Nicolaou, Anguelos ^a   Slimane, Fouad ^b   Maergner, Volker ^b   Liwicki, Marcus ^a  

^a UNIVERSITY OF FRIBOURG   (Switzerland)

^b TECHNICAL UNIVERSITY OF BRAUNSCHWEIG   (Germany)

Author keywords

Arabic; GMM; LBP; OFR; Script; Texture

Indexed keywords

EXPERIMENTS; OPTICAL CHARACTER RECOGNITION; TEXTURES;

ARABIC; GMM; LBP; OFR; SCRIPT;

IMAGE SEGMENTATION;

EID: 84903703576     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DAS.2014.71     Document Type: Conference Paper

References (17)

1. Y. Pourasad, H. Hassibi, and A. Ghorbani, "Farsi font recognition using holes of letters and horizontal projection profile," in Innovative Computing Technology, ser. Communications in Computer and Information Science, P. Pichappan, H. Ahmadi, and E. Ariwa, Eds., 2011, vol. 241, pp. 235-243.
2. F. Slimane, S. Kanoun, J. Hennebert, A. M. Alimi, and R. Ingold, "A study on font-family and font-size recognition applied to arabic word images at ultra-low resolution," Pattern Recognition Letters, 2012.
3. B. Bataineh, S. N. H. S. Abdullah, and K. Omar, "A novel statistical feature extraction method for textual images: Optical font recognition," Expert Systems with Applications, vol. 39, no. 5, pp. 5470-5477, 2012.
4. M. Lutf, X. You, Y. ming Cheung, and C. P. Chen, "Arabic font recognition based on diacritics features," Pattern Recognition, no. 0, 2013.
5. A. Zramdini and R. Ingold, "Optical font recognition using typographical features," in IEEE Trans. Pattern Anal. Mach. Intell., August 1998, vol. 20, pp. 877-882.
6. T. Ojala, M. Pietikainen, and T. Maenpaa, "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 24, no. 7, pp. 971-987, 2002.
7. T. Ahonen, A. Hadid, and M. Pietikäinen, "Face recognition with local binary patterns," in Computer Vision-ECCV 2004. Springer, 2004, pp. 469-481.
8. G. Zhao and M. Pietikainen, "Dynamic texture recognition using local binary patterns with an application to facial expressions," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 29, no. 6, pp. 915-928, 2007.
9. X. Wang, T. X. Han, and S. Yan, "An hog-lbp human detector with partial occlusion handling," in Computer Vision, 2009 IEEE 12th International Conference on. IEEE, 2009, pp. 32-39.
10. M. Lutf, X. You, and H. Li, "Offline arabic handwriting identification using language diacritics," in Pattern Recognition (ICPR), 2010 20th International Conference on. IEEE, 2010, pp. 1912-1915.
11. L. Du, X. You, H. Xu, Z. Gao, and Y. Tang, "Wavelet domain local binary pattern features for writer identification," in Pattern Recognition (ICPR), 2010 20th International Conference on. IEEE, 2010, pp. 3691-3694.
12. M. Ferrer, A., A. Morales, and U. Pal, "Towards explainable writer verification and identification using vantage writers," in Document Analysis and Recognition, 2013. ICDAR 2013. Twelvth International Conference on, vol. 1. IEEE, 2013, pp. 369-373.
13. A. Nicolaou, M. Liwicki, and R. Ingold, "Oriented local binary patterns for writer identification," in Proceedings of the 2nd ICDAR International Workshop on Automated Forensic Handwriting Analysis, 2013.
14. A. Torralba, R. Fergus, and W. T. Freeman, "80 million tiny images: A large data set for nonparametric object and scene recognition," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 30, no. 11, pp. 1958-1970, 2008.
15. F. Slimane, R. Ingold, S. Kanoun, A. M. Alimi, and J. Hennebert, "A new arabic printed text image database and evaluation protocols," Proceedings of the Eleventh International Conference on Document Analysis and Recognition, pp. 946-950, 2009.
16. F. Slimane, R. Ingold, K. Slim, M. A. Adel, and J. Hennebert, "Impact of character models choice on arabic text recognition performance," Frontiers in Handwriting Recognition, International Conference on, vol. 0, pp. 670-675, 2010.
17. F. Slimane, R. Ingold, S. Kanoun, A. M. Alimi, and J. Hennebert, "Database and evaluation protocols for arabic printed text recognition," Technical report, DIUF-University of Fribourg-Switzerland, 2009.