Feature extraction for online Farsi characters

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

Volumn , Issue , 2010, Pages 477-482

  Ghods, Vahid ^a,c   Kabir, Ehsanollah ^b  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

^b TARBIAT MODARES UNIVERSITY   (Iran)

^c ISLAMIC AZAD UNIVERSITY   (Iran)

Author keywords

Arabic; Character recognition; Decision tree; Farsi; Feature extraction; Online handwriting; Persian

Indexed keywords

ARABIC; DATA SETS; FARSI; ONLINE HANDWRITING; PERSIANS; RECOGNITION RATES; TEST SETS;

CHARACTER RECOGNITION; DECISION TREES;

FEATURE EXTRACTION;

EID: 79951688955     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICFHR.2010.81     Document Type: Conference Paper

References (15)

1. M. Dehghan, K. Faez, M. Ahmadi and M. Shridhar, "Handwritten Farsi (Arabic) Word Recognition: A Holistic Approach Using Discrete HMM", Pattern Recognition, vol. 34, pp. 1057-1065, 2001.
2. R. Plamondon, N. Srihari, "On-line and Off-line Handwriting Recognition: A Comprehensive Survey", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 1, pp. 63-84, 2000.
3. A. Amin, "Machine Recognition of Handwritten Arabic Words by the IRAC II System", Proc. 6th Int. Conf. on Pattern Recognition. Munich, Germany, pp. 34-36, 1982.
4. C. L. Liu, S. Jaeger, and M. Nakagawa, "Online recognition of chinese characters: the state-of-the-art," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 26, no. 2, pp. 198-213,Feb. 2004.
5. S. Jaeger, C. L. Liu, and M. Nakagawa, "The State of the art in japanese online handwriting recognition compared to techniques in western handwriting recognition," IJDAR, vol. 6, no. 2, pp. 75-88, Oct. 2003.
6. E. Vural, H. Erdogan, K. Oflazer, B. Yanikoglu, "An online handwriting recognition system for Turkish", Proceedings of the IEEE 12th Publication Signal Processing and Communications Applications Conference, pp. 607- 610, 2004.
7. P. Artieres, "Stroke level HMM for on-line Handwriting recognition", Proceeding IWFHR-8, 2002.
8. S. Alirezaee, H. Aghaeinia, K. Faez, M. Ahmadi, "Offline recognition of handwritten middle age Persian characters using moment" Pattern Recognition and Image Analysis, 16 (4), pp. 622-631, 2006.
9. H. Khosravi, E. Kabir, "Introducing a very large dataset of handwritten Farsi digits and a study on their varieties", Pattern Recognition Letters, 28 (10), pp. 1133-1141, 2007.
10. S. M. Razavi, E. Kabir, "A simple method for discrete online Farsi letters recognition", Journal of Engineering, Ferdowsi University of Mashhad, Iran, 2005. (In Farsi)
11. H. Sajedi, M. Jamzad, H. Sameti, Bagher Babaali, "A Grouping-based method for On-Line Farsi Discrete Character Recognition Using Hidden Markov Model", 12th Int. Conf. of Computer Society of Iran, pp. 419-426, 2007.
12. R. Halavati, S. Bagheri Shouraki, "Recognition of Persian Online Handwriting Using Elastic Fuzzy Pattern Recognition", Int. Journal of Pattern Recognition and Artificial Intelligence, Vol. 21, No. 12, pp. 491-513, 2007.
13. M. Kavianifar, A. Amin, "Preprocessing and Structural Feature Extraction for a Multi-Fonts Arabic/Persian OCR", Proceedings of the Fifth Int. Conf. on Document Analysis and Recognition, ICDAR 99. pp. 213-216. 1999.
14. S. M. Razavi, E. Kabir, "A dataset for online Farsi handwriting", 6th Conf. Intelligent Systems, Kerman, Iran, 2004. (In Farsi)
15. M. Soleimani Baghshah, S. Bagheri Shouraki, S. Kasayi, "Recognition of Online Handwritten Isolated Farsi Characters Utilizing Fuzzy Technique", Iranian Conference on Electrical Engineering, Tehran, Iran, 2006. (In Farsi)