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A Review on Persian Script and Recognition Techniques

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Book cover Arabic and Chinese Handwriting Recognition (SACH 2006)

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Abstract

This paper presents the history of the Persian (Farsi) script, as well as the development of different writing styles for the current Persian script. It also addresses the Arabic alphabet adopted and evolved for writing the Persian language as well as different writing styles. This evolution includes further extensions to the Arabic alphabet and altered shapes of some Arabic letters. The differences between current Arabic and Persian handwritings for automated recognition purposes are discussed. A short review on techniques in Persian script recognition is presented, and the shortcomings and challenges in this area are highlighted.

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References

  1. Oktor, P.: Old Persian (2003), (December 8, 2006) http://www.fas.harvard.edu/~iranian/OldPersian/index.html

  2. Khatibi, A., Sijelmassi, M.: The Splendor of Islamic Calligraphy, Published by Thames and Hudson (November 2001)

    Google Scholar 

  3. Library of Congress, Global Gateway; Selections of Arabic, Persian, and Ottoman Calligraphy Qur’anic Fragments (2005), (December 8, 2006) http://international.loc.gov/intldl/apochtml/apocfragments.html

  4. Salkal Design, Art of Arabic Calligraphy (1997), (December 8, 2006) http://sakkal.com/ArabCalligraphyArt5.html

  5. Islamic calligraphy 2004 (December 2006) http://www.calligraphyislamic.com/majorStyles.html

  6. Wikipedia, The Free Encyclopedia, Wikimedia Foundation Inc. (2006) (December 8, 2006) http://en.wikipedia.org/wiki/MainPage

  7. Kia’i A., kia.calligraphe (2005) (December 8, 2006): http://calligraphiepersane.free.fr/

  8. Zakariya, M.: Zakariya Calligraphy (2002) (December 8, 2006) http://www.zakariya.net/history/examples.html

  9. Sadri, J., Suen, C.Y., Bui, T.D.: Application of Support Vector Machines for recognition of handwritten Arabic/Persian digits. In: Proceeding of the Second Conference on Machine Vision and Image Processing and Applications (MVIP), Iran, February 2003, vol. 1, pp. 300–307 (2003)

    Google Scholar 

  10. Sadri, J., Suen, C.Y., Bui, T.D.: Segmentation of Handwritten Numeral Strings in Farsi and English Languages. In: Proceedings of Third Iranian Conference on Machine Vision and Image Processing and Applications (MVIP), Tehran, Iran, February 2005, vol. 1, pp. 305–311 (2005)

    Google Scholar 

  11. Parhami, B., Taraghi, M.: Automatic Recognition of Printed Farsi Texts. In: Proceedings of the Conference on Pattern Recognition, Oxford, England (1980)

    Google Scholar 

  12. Parhami, B., Taraghi, M.: Automatic Recognition of Printed Farsi Texts. Pattern Recognition 14(1-6), 395–403 (1981)

    Article  Google Scholar 

  13. Chen, Y.S., Hsu, W.H.: A New Parallel Thinning Algorithm for Binary Image. In: Proceedings of National Computer Symposium, pp. 295–299 (1985)

    Google Scholar 

  14. Zeyaratban, M., Faez, K., Mozzafari, S., Azvaji, M.: Presenting a New Structural Method Based on Partitioning Thinned Image for Recognition of Handwritten Farsi-Arabic Numerals. In: Proceedings of the Third Conference on Machine Vision, Image Processing and Applications, Farsi, Iran, February 2005, vol. 1, pp. 76–82 (2005)

    Google Scholar 

  15. Dehghan, M., Faez, K.: Farsi Handwritten Character Recognition with Moment Invariants. In: Proceedings of 13th International Conference on Digital Signal Processing, Greece, vol. 2, pp. 507–510 (1997)

    Google Scholar 

  16. Soltanzadeh, H., Rahmati, M.: Recognition of Persian Handwritten Digits Using Image Profiles of Multiple Orientations. Pattern Recognition Letters 25, 1569–1576 (2004)

    Article  Google Scholar 

  17. Solimanpour, F., Sadri, J., Suen, C.Y.: Standard databases for recognition of handwritten digits, numerical strings, legal amounts, letters and dates in Farsi language. In: Proceedings of the 10th Int’l Workshop on Frontiers in Handwriting Recognition, October 2006, pp. 385–389 (2006)

    Google Scholar 

  18. Mowlaei, A., Faez, K., Haghighat, A.T.: Feature Extraction with Wavelet Transform for Recognition of Isolated Handwritten Farsi/Arabic Characters and Numerals. In: Proceedings of 14th International Conference on Digital Signal Processing, vol. 2, July 2002, pp. 923–926 (2002)

    Google Scholar 

  19. Mozaffari, S., Faez, K., Rashidy-Kanan, H.: Recognition of Isolated Handwritten Farsi/Arabic Alphanumeric Using Fractal Codes. In: IEEE Proceedings of Southwest Symposium on Image Analysis and Interpretation, pp. 104–108 (2004)

    Google Scholar 

  20. Harifi, A., Aghagolzadeh, A.: A New Pattern for Handwritten Persian/Arabic Digit Recognition. International Journal of Information Technology 1(4), 293–296 (2004)

    Google Scholar 

  21. Mowlaei, A., Faez, K.: Recognition of Isolated Handwritten Persian/Arabic Characters and Numerals Using Support Vector Machines. In: IEEE Workshop on Neural Networks for Signal Processing, pp. 547–554 (2003)

    Google Scholar 

  22. Nabavi Karizi, S.H., Ebrahimpour, R., Kabir, E.: The Application of Combining Classifiers in Recognition of Farsi Handwritten Digits. In: Proceedings of the Third Conference on Machine Vision, Image Processing and Applications (MVIP 2005). Farsi, vol. 1, pp. 115–119 (2005)

    Google Scholar 

  23. Tappert, C.C., Suen, C.Y., Wakahara, T.: The State of the Art in Online Handwriting Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, Farsi 12(8), 787–808 (1990)

    Article  Google Scholar 

  24. Halavati, R., Souraki, S.B., Soleymani, M.: Persian Online Handwriting Recognition Using Fuzzy Modeling. In: International Fuzzy Systems Association World Congress (IFSA) 2005, Beijing, China (July 2005)

    Google Scholar 

  25. Baghshah, M.S.: A Novel Fuzzy Approach to Recognition of Online Persian Handwriting. In: Proceedings of 5th International Conference on Intelligent Systems Design and Applications (ISDA) 2005, September 2005, pp. 268–273 (2005)

    Google Scholar 

  26. Al-Sheikh, T., El-Taweel, S.: Real-time Arabic Handwritten Character Recognition. Pattern recognition 23(12), 1323–1332 (1990)

    Article  Google Scholar 

  27. Bouslama, F., Amin, A.: Pen-based recognition system of Arabic character utilizing structural and fuzzy techniques. In: Second International Conference on Knowledge-Based Intelligent Electronic Systems, pp. 76–85 (1998)

    Google Scholar 

  28. Alimi, A.M., Ghorbel, O.A.: The Analysis of Error in an On-line Recognition System of Arabic Handwritten Character. In: Proceedings of International Conference on Document Analysis and Recognition (ICDAR), August 1995, vol. 2, pp. 890–893 (1995)

    Google Scholar 

  29. Razavi, S.M., Kabir, E.: A Database For Online Persian Handwritten Recognition. In: 6th Conference on Intelligent Systems. In: Farsi, Kerman, Iran (2004)

    Google Scholar 

  30. Mezghani, N., Cheriet, M., Mitiche, A.: Combination of Pruned Kohonen Maps for On-line Arabic Character Recognition. In: International Conference on Document Analysis and Retrieval (ICDAR) 2003, pp. 900–905 (2003)

    Google Scholar 

  31. Mezghani, N., Mitiche, A., Cheriet, M.: A New Representation of Shape and Its Use for Superior Performance in On-line Arabic Character Recognition by an Associative Memory. International Journal on Document Analysis and Recognition (IJDAR) 2005 7(4), 201–210 (2005)

    Article  Google Scholar 

  32. Razavi, S.M., Kabir, E.: Online Persian Isolated Character Recognition. In: The Third Conference on Machine Vision, Image Processing and Applications (MVIP) 2005. In: Farsi, Tehran, Iran, February 2005, vol. 1, pp. 83–89 (2005)

    Google Scholar 

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David Doermann Stefan Jaeger

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© 2008 Springer-Verlag Berlin Heidelberg

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Izadi, S., Sadri, J., Solimanpour, F., Suen, C.Y. (2008). A Review on Persian Script and Recognition Techniques. In: Doermann, D., Jaeger, S. (eds) Arabic and Chinese Handwriting Recognition. SACH 2006. Lecture Notes in Computer Science, vol 4768. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-78199-8_2

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  • DOI: https://doi.org/10.1007/978-3-540-78199-8_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-78198-1

  • Online ISBN: 978-3-540-78199-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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