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Volumn 16, Issue 2, 2013, Pages 105-126

A survey on Arabic character segmentation

Author keywords

Arabic character segmentation; Arabic OCR; Arabic OCR software; Cursive script; Off line recognition

Indexed keywords

ARABIC CHARACTER RECOGNITION; ARABIC CHARACTER SEGMENTATIONS; ARABIC OCR; ARABIC OPTICAL CHARACTER RECOGNITION; CHINESE CHARACTERS; CURSIVE SCRIPT; MISCLASSIFICATIONS; OFF-LINE RECOGNITION;

EID: 84878063562     PISSN: 14332833     EISSN: 14332825     Source Type: Journal    
DOI: 10.1007/s10032-012-0188-6     Document Type: Review
Times cited : (70)

References (145)
  • 1
    • 33645152193 scopus 로고    scopus 로고
    • Offline Arabic handwriting recognition: a survey
    • doi:10.1109/TPAMI.2006.102Key:citeulike:9240539
    • Lorigo L. M., Govindaraju V.: Offline Arabic handwriting recognition: a survey. IEEE Trans. Patt. Anal. Mach. Intell. 28(5), 712-724 (2006). doi: 10. 1109/TPAMI. 2006. 102Key: citeulike: 9240539.
    • (2006) IEEE Trans. Patt. Anal. Mach. Intell , vol.28 , Issue.5 , pp. 712-724
    • Lorigo, L.M.1    Govindaraju, V.2
  • 4
    • 0030673732 scopus 로고    scopus 로고
    • Arabic character recognition using 1-D slices of the character spectrum
    • Alshebeili A., Nabawi A., Mahmoud S.: Arabic character recognition using 1-D slices of the character spectrum. J. Signal Process. 56(1), 59-75 (1997).
    • (1997) J. Signal Process , vol.56 , Issue.1 , pp. 59-75
    • Alshebeili, A.1    Nabawi, A.2    Mahmoud, S.3
  • 6
    • 84878101934 scopus 로고    scopus 로고
    • Wikipedia, Accessed 27 June 2010
    • Wikipedia: http://en. wikipedia. org/wiki/Optical_Character_Recognition (2010). Accessed 27 June 2010.
    • (2010)
  • 7
    • 84878037425 scopus 로고    scopus 로고
    • Wikipedia, Accessed 23 Nov 2010
    • Wikipedia: http://en. wikipedia. org/wiki/Arabic_language (2010). Accessed 23 Nov 2010.
    • (2010)
  • 8
    • 84878079274 scopus 로고    scopus 로고
    • Major Languages of the World
    • John, W.: Major Languages of the World, The New York Times Almanac. p. 492 (2002).
    • (2002) The New York Times Almanac , pp. 492
    • John, W.1
  • 9
    • 84878025395 scopus 로고    scopus 로고
    • Accessed 3 Aug 2010
    • Wikipedia: Arabic Language. http://en. wikipedia. org/wiki/Arabic_language#cite_note-Proch-0 (2010). Accessed 3 Aug 2010.
    • (2010) Wikipedia: Arabic Language
  • 10
    • 84878032031 scopus 로고    scopus 로고
    • Andaman, Accessed 2 Jan 2011
    • Andaman: http://www. andaman. org/BOOK/reprints/weber/rep-weber. htm (2011). Accessed 2 Jan 2011.
    • (2011)
  • 11
    • 84878084321 scopus 로고    scopus 로고
    • Internet World Statistics, Accessed 10 Dec 2010
    • Internet World Statistics: http://www. internetworldstats. com/stats7. htm (2010). Accessed 10 Dec 2010.
    • (2010)
  • 12
  • 13
    • 84878100162 scopus 로고    scopus 로고
    • Accessed 13 Mar 2011
    • Looklex Encyclopedia.: http://looklex. com/e. o/arabic_l. htm (2011). Accessed 13 Mar 2011.
    • (2011) Looklex Encyclopedia
  • 14
    • 16244409399 scopus 로고    scopus 로고
    • A segmentation-free approach to text recognition with application to Arabic text
    • Al-Badr B., Haralick R. M.: A segmentation-free approach to text recognition with application to Arabic text. Int. J. Document Anal. Recognit. 1(3), 147-166 (1998).
    • (1998) Int. J. Document Anal. Recognit , vol.1 , Issue.3 , pp. 147-166
    • Al-Badr, B.1    Haralick, R.M.2
  • 15
    • 84878080202 scopus 로고    scopus 로고
    • Chapter 1: Preprocessing Techniques in Character Recognition
    • Edited by Minoru Mori, ISBN: 978-953-307-105-3, Sciyo, Available from
    • Alginahi, Y. M.: Chapter 1: Preprocessing Techniques in Character Recognition. Character Recognition, Edited by Minoru Mori, ISBN: 978-953-307-105-3, Sciyo, Available from: http://sciyo. com/articles/show/title/preprocessing-techniques-in-character-recognition (2010).
    • (2010) Character Recognition
    • Alginahi, Y.M.1
  • 16
    • 84878073352 scopus 로고    scopus 로고
    • Multi-stage hybrid Arabic/Indian numeral OCR system
    • ISSN 1947-5500
    • Alginahi, Y. M., Siddiqi, A.: Multi-stage hybrid Arabic/Indian numeral OCR system. Int. J. Comput. Sci. Inform. Secur. ISSN 1947-5500. 8(1), 9-18. http://sites. google. com/site/ijcsis (2010).
    • (2010) Int. J. Comput. Sci. Inform. Secur , vol.8 , Issue.1 , pp. 9-18
    • Alginahi, Y.M.1    Siddiqi, A.2
  • 18
    • 84878100373 scopus 로고    scopus 로고
    • AnyDoc Software, www. anydocsoftware. com/software/products/ocr/pdf/brochure. pdf (2010). Accessed on 10 Nov
    • AnyDoc Software: www. ocrforanydoc. com. Automate your document processing and data capture. www. anydocsoftware. com/software/products/ocr/pdf/brochure. pdf (2010). Accessed on 10 Nov 2010.
    • (2010) Automate your document processing and data capture
  • 22
    • 0019115640 scopus 로고
    • Automatic recognition of printed Farsi texts
    • Parhami B., Taraghi M.: Automatic recognition of printed Farsi texts. Patt. Recognit. 14(1-6), 395-403 (1981).
    • (1981) Patt. Recognit , vol.14 , Issue.1-6 , pp. 395-403
    • Parhami, B.1    Taraghi, M.2
  • 30
    • 0029201381 scopus 로고
    • A new thinning algorithm for Arabic characters using self-organizing neural network
    • Altuwaijri M., Bayoumi M.: A new thinning algorithm for Arabic characters using self-organizing neural network. IEEE Int. Symp. Circ. Syst. 3, 1824-1827 (1995).
    • (1995) IEEE Int. Symp. Circ. Syst , vol.3 , pp. 1824-1827
    • Altuwaijri, M.1    Bayoumi, M.2
  • 37
    • 0030648542 scopus 로고    scopus 로고
    • Segmentation of Arabic cursive script 4th International Conference on Document Analysis and Recognition
    • Motawa, D., Amin, A., Sabourin, R.: Segmentation of Arabic cursive script 4th International Conference on Document Analysis and Recognition, vol. 2, 625-628.
    • , vol.2 , pp. 625-628
    • Motawa, D.1    Amin, A.2    Sabourin, R.3
  • 39
    • 0036966249 scopus 로고    scopus 로고
    • Segmentation stage of a PHMM-based model for off-line recognition of Arabic handwritten city names
    • Touj S. M., Ben Amara N., Amiri H.: Segmentation stage of a PHMM-based model for off-line recognition of Arabic handwritten city names. IEEE Int. Conf. Syst. Man Cybernet. vol. 4, 6-9 (2002).
    • (2002) IEEE Int. Conf. Syst. Man Cybernet. Vol , vol.4 , pp. 6-9
    • Touj, S.M.1    Ben Amara, N.2    Amiri, H.3
  • 40
    • 84878094215 scopus 로고
    • A robust approach for Arabic printed character segmentation Third International Conference on Document Analysis and Recognition
    • Najoua, B. A., Noureddine, E. A robust approach for Arabic printed character segmentation Third International Conference on Document Analysis and Recognition, vol. 2, 865-868 (1995).
    • (1995) , vol.2 , pp. 865-868
    • Najoua, B.A.1    Noureddine, E.2
  • 41
    • 0035982820 scopus 로고    scopus 로고
    • Recognition system for printed multi-font and multi-size Arabic characters
    • Latifa, H., Daoud, B.: Recognition system for printed multi-font and multi-size Arabic characters. Arab. J. Sci. Eng. 27(1B), 57-72 (2002).
    • (2002) Arab. J. Sci. Eng , vol.27 , Issue.1 B , pp. 57-72
    • Latifa, H.1    Daoud, B.2
  • 42
    • 5644259868 scopus 로고    scopus 로고
    • A new algorithm for machine printed Arabic character segmentation
    • Zheng L., Hassin A. H., Tang X.: A new algorithm for machine printed Arabic character segmentation. Patt. Recognit. Lett. 25(15), 1723-1729 (2004).
    • (2004) Patt. Recognit. Lett , vol.25 , Issue.15 , pp. 1723-1729
    • Zheng, L.1    Hassin, A.H.2    Tang, X.3
  • 44
    • 0023839536 scopus 로고
    • Computer recognition of Arabic cursive scripts
    • El-Sheikh T. S., Guindi R. M.: Computer recognition of Arabic cursive scripts. Patt. Recognit. 21, 293-302 (1988).
    • (1988) Patt. Recognit , vol.21 , pp. 293-302
    • El-Sheikh, T.S.1    Guindi, R.M.2
  • 46
    • 33847280164 scopus 로고    scopus 로고
    • On the recognition of Arabic characters using Hough transform techniques
    • Fakir M., Hassani M. M: On the recognition of Arabic characters using Hough transform techniques. Malays. J. Comput. Sci. 13(2), 39-47 (2000).
    • (2000) Malays. J. Comput. Sci , vol.13 , Issue.2 , pp. 39-47
    • Fakir, M.1    Hassani, M.M.2
  • 50
    • 0025603965 scopus 로고
    • Machine recognition of optically captured machine printed Arabic text
    • El-Khaly, F., Sid-Ahmed, M. A.: Machine recognition of optically captured machine printed Arabic text. In: Proceedings of Pattern Recognition, vol. 23, pp. 1207-1214 (1990).
    • (1990) In: Proceedings of Pattern Recognition , vol.23 , pp. 1207-1214
    • El-Khaly, F.1    Sid-Ahmed, M.A.2
  • 51
    • 0842303552 scopus 로고    scopus 로고
    • A discrete Arabic script for better automatic document understanding
    • Abuhaiba I. S. I.: A discrete Arabic script for better automatic document understanding. Arab. J. Sci. Eng. 28(1B), 77-94 (2003).
    • (2003) Arab. J. Sci. Eng , vol.28 , Issue.1 B , pp. 77-94
    • Abuhaiba, I.S.I.1
  • 52
    • 0024735860 scopus 로고
    • Machine recognition and correction of printed Arabic text
    • Amin A., Mari J.: Machine recognition and correction of printed Arabic text. IEEE Trans. Syst. Man Cybern. SMC 19(5), 1300-1306 (1989).
    • (1989) IEEE Trans. Syst. Man Cybern. SMC , vol.19 , Issue.5 , pp. 1300-1306
    • Amin, A.1    Mari, J.2
  • 53
    • 0029204297 scopus 로고
    • Survey and bibliography of Arabic optical text recognition
    • Al-Badr B., Mahmoud S.: Survey and bibliography of Arabic optical text recognition. Signal Process. 41(1), 49-77 (1995).
    • (1995) Signal Process , vol.41 , Issue.1 , pp. 49-77
    • Al-Badr, B.1    Mahmoud, S.2
  • 54
    • 0025660211 scopus 로고
    • Arabic character recognition system: a statistical approach for recognizing cursive typewritten text
    • El-Dabi S. S., Ramsis R., Kamel A.: Arabic character recognition system: a statistical approach for recognizing cursive typewritten text. Patt. Recognit. 23(5), 485-495 (1990).
    • (1990) Patt. Recognit , vol.23 , Issue.5 , pp. 485-495
    • El-Dabi, S.S.1    Ramsis, R.2    Kamel, A.3
  • 64
    • 0024931824 scopus 로고
    • Automatic reading of bilingual typewritten text
    • VLSI and Computer Peripherals. Hamburg. 2
    • Abelazim H., Hashish M.: Automatic reading of bilingual typewritten text. Proc. CompEuro' 89(VLSI and Computer Peripherals. Hamburg. 2), 140-144 (1989).
    • (1989) Proc. CompEuro , vol.89 , pp. 140-144
    • Abelazim, H.1    Hashish, M.2
  • 69
    • 0026925546 scopus 로고
    • Thinning methodologies-a comprehensive survey
    • Lam L., Suen Y.: Thinning methodologies-a comprehensive survey. IEEE Trans. Patt. Anal. Mach. Intell. 14(9), 869-885 (1992).
    • (1992) IEEE Trans. Patt. Anal. Mach. Intell , vol.14 , Issue.9 , pp. 869-885
    • Lam, L.1    Suen, Y.2
  • 71
    • 0013083838 scopus 로고
    • Off-line Arabic character recognition
    • Goraine H., Usher M., Al-Emami S.: Off-line Arabic character recognition. Computer 25(7), 71-74 (1992).
    • (1992) Computer , vol.25 , Issue.7 , pp. 71-74
    • Goraine, H.1    Usher, M.2    Al-Emami, S.3
  • 75
    • 33644486687 scopus 로고    scopus 로고
    • A segmentation algorithm used in conjunction with artificial neural networks for the recognition of real-world postal addresses
    • Gold Coast, Australia
    • Blumenstein, M., Verma, B.: A segmentation algorithm used in conjunction with artificial neural networks for the recognition of real-world postal addresses. International Conference on Computational Intelligence and Multimedia Applications (ICCIMA '97), pp. 155-160. Gold Coast, Australia (1997).
    • (1997) International Conference on Computational Intelligence and Multimedia Applications (ICCIMA '97) , pp. 155-160
    • Blumenstein, M.1    Verma, B.2
  • 77
    • 0030261113 scopus 로고    scopus 로고
    • A new methodology for gray-scale character segmentation and recognition. IEEE Trans
    • Lee, S.-W., Lee, D.-J., Park, H.-S.: A new methodology for gray-scale character segmentation and recognition. IEEE Trans. Patt. Anal. Mach. Intell. 1045-1051 (1996).
    • (1996) Patt. Anal. Mach. Intell , pp. 1045-1051
    • Lee, S.-W.1    Lee, D.-J.2    Park, H.-S.3
  • 79
    • 2342526393 scopus 로고    scopus 로고
    • Recognition of handwritten and machine-printed text for postal address interpretation
    • Srihari, S. N.: Recognition of handwritten and machine-printed text for postal address interpretation. Patt. Recognit. Lett. 291-302.
    • Patt. Recognit. Lett , pp. 291-302
    • Srihari, S.N.1
  • 82
    • 0022083778 scopus 로고
    • A speaker-independent, syntax-directed, connected word recognition system based on hidden Markov model and level building
    • Rabiner, L. R., Levinson, S. E.: A speaker-independent, syntax-directed, connected word recognition system based on hidden Markov model and level building. IEEE Trans. Audio, Speech Signal Process. 33(3) (1985).
    • (1985) IEEE Trans. Audio, Speech Signal Process , vol.33 , Issue.3
    • Rabiner, L.R.1    Levinson, S.E.2
  • 85
  • 89
    • 84878065094 scopus 로고    scopus 로고
    • Arabic OCR System analogous to HMM-based ASR systems; implementation and evaluation
    • Apr, Cairo University
    • Rashwan, M., Fakhr, M., Attia, M., El-Mahallawy, M., Arabic OCR System analogous to HMM-based ASR systems; implementation and evaluation. J. Eng. Appl. Sci. Cairo University, www. Journal. eng. CU. edu. eg, Apr. 2008.
    • (2008) J. Eng. Appl. Sci
    • Rashwan, M.1    Fakhr, M.2    Attia, M.3    El-Mahallawy, M.4
  • 90
    • 84878038634 scopus 로고    scopus 로고
    • [InlineMediaObject not available: see fulltext.]
    • www. itp. net/Arabic, "OCR software, group test,"[InlineMediaObject not available: see fulltext.],.
    • OCR software, group test
  • 94
    • 0034516037 scopus 로고    scopus 로고
    • Holistic handwritten word recognition using discrete HMM and self-organizing feature map
    • Dehghan M., Faez K., Ahmadi M., Shridhar M.: Holistic handwritten word recognition using discrete HMM and self-organizing feature map. IEEE Int. Conf. Syst. Man Cybern. 4, 2735-2739 (2000).
    • (2000) IEEE Int. Conf. Syst. Man Cybern , vol.4 , pp. 2735-2739
    • Dehghan, M.1    Faez, K.2    Ahmadi, M.3    Shridhar, M.4
  • 95
    • 0031102495 scopus 로고    scopus 로고
    • Segmentation and recognition of Arabic characters by structural classification
    • Bushofa B., Spann M.: Segmentation and recognition of Arabic characters by structural classification. Image Vis. Comput. (IVC) 15(3), 167-179 (1997).
    • (1997) Image Vis. Comput. (IVC) , vol.15 , Issue.3 , pp. 167-179
    • Bushofa, B.1    Spann, M.2
  • 98
    • 33847231356 scopus 로고    scopus 로고
    • Fast Zernike wavelet moments for Farsi character recognition
    • Broumandnia A., Shanbehzadeh J.: Fast Zernike wavelet moments for Farsi character recognition. Image Vis. Comput. 25, 717-726 (2007).
    • (2007) Image Vis. Comput , vol.25 , pp. 717-726
    • Broumandnia, A.1    Shanbehzadeh, J.2
  • 99
    • 0034832509 scopus 로고    scopus 로고
    • An Arabic optical character recognition system using recognition-based segmentation
    • Cheung A., Bennamouon M., Bergmann N. W.: An Arabic optical character recognition system using recognition-based segmentation. Patt. Recognit. 34, 215-233 (2001).
    • (2001) Patt. Recognit , vol.34 , pp. 215-233
    • Cheung, A.1    Bennamouon, M.2    Bergmann, N.W.3
  • 102
    • 0346022677 scopus 로고
    • Machine recognition of Arabic cursive writing
    • S. Impedovo and J. C. Simon (Eds.), Amsterdam: Elsevier Science Publishers B.V
    • Zahour A., Taconet B., Faure A.: Machine recognition of Arabic cursive writing. In: Impedovo, S., Simon, J. C. (eds) From Pixels to Features III: Frontiers in Handwriting Recognition, pp. 289-296. Elsevier Science Publishers B. V., Amsterdam (1992).
    • (1992) From Pixels to Features III: Frontiers in Handwriting Recognition , pp. 289-296
    • Zahour, A.1    Taconet, B.2    Faure, A.3
  • 103
    • 0346653757 scopus 로고    scopus 로고
    • Ph. D. thesis, Department of Electronic and Electrical Engineering, Loughborough University, Loughborough, UK
    • Abuhaiba, I. S. I.: Recognition of Off-Line Handwritten Cursive Text, Ph. D. thesis, Department of Electronic and Electrical Engineering, Loughborough University, Loughborough, UK (1996).
    • (1996) Recognition of Off-Line Handwritten Cursive Text
    • Abuhaiba, I.S.I.1
  • 112
    • 84878068295 scopus 로고    scopus 로고
    • A shape Analysis Model with Application to Character and Word Recognition
    • ISBN 90-386-1750-X
    • Nadeem Ahmad Khan: A shape Analysis Model with Application to Character and Word Recognition. Technische Universiteit Eindhoven. Proefschrift. ISBN 90-386-1750-X (2000).
    • (2000) Technische Universiteit Eindhoven. Proefschrift
    • Nadeem, A.K.1
  • 115
    • 78649813996 scopus 로고    scopus 로고
    • Segmentation of Arabic text into characters for recognition
    • Shaikh, N. A., Shaikh, Z. A., Ali, G.: Segmentation of Arabic text into characters for recognition. IMTIC 2008, CCIS 20, pp. 11-18 (2008).
    • (2008) IMTIC 2008, CCIS 20 , pp. 11-18
    • Shaikh, N.A.1    Shaikh, Z.A.2    Ali, G.3
  • 116
    • 79953095731 scopus 로고    scopus 로고
    • On multiple typeface Arabic script recognition
    • Zidouri A.: On multiple typeface Arabic script recognition. Res. J. Appl. Sci. Eng. Technol. 2(5), 428-435 (2010).
    • (2010) Res. J. Appl. Sci. Eng. Technol , vol.2 , Issue.5 , pp. 428-435
    • Zidouri, A.1
  • 118
    • 34250873850 scopus 로고    scopus 로고
    • Off-line recognition of Omnifont Arabic text using the HMM ToolKit (HTK)
    • Khorsheed M. S.: Off-line recognition of Omnifont Arabic text using the HMM ToolKit (HTK). Patt. Recognit. Lett. 28(12), 1563-1571 (2007).
    • (2007) Patt. Recognit. Lett , vol.28 , Issue.12 , pp. 1563-1571
    • Khorsheed, M.S.1
  • 120
    • 75149173816 scopus 로고    scopus 로고
    • New features using fractal multi-dimensions for generalised Arabic font recognition
    • Moussa S. B., Zahour A., Benabdelhafid A., Adel M. A.: New features using fractal multi-dimensions for generalised Arabic font recognition. Patt. Recognit. Lett. 31(5), 361-371 (2010).
    • (2010) Patt. Recognit. Lett , vol.31 , Issue.5 , pp. 361-371
    • Moussa, S.B.1    Zahour, A.2    Benabdelhafid, A.3    Adel, M.A.4
  • 122
    • 70350622058 scopus 로고    scopus 로고
    • Farsi font recognition based on Sobel-Roberts features
    • Khosravi H., Kabir E.: Farsi font recognition based on Sobel-Roberts features. Patt. Recognit. Lett. 31, 75-82 (2010).
    • (2010) Patt. Recognit. Lett , vol.31 , pp. 75-82
    • Khosravi, H.1    Kabir, E.2
  • 124
    • 77951257543 scopus 로고    scopus 로고
    • Development of an efficient neural-based segmentation technique for Arabic handwriting recognition
    • Al Hamad H., Abu Zitar R.: Development of an efficient neural-based segmentation technique for Arabic handwriting recognition. Patt. Recognit. 43, 2773-2798 (2010).
    • (2010) Patt. Recognit , vol.43 , pp. 2773-2798
    • Al Hamad, H.1    Abu Zitar, R.2
  • 125
    • 58549098232 scopus 로고    scopus 로고
    • Region growing based segmentation algorithm for typewritten and handwritten text recognition
    • Saeed K., Albakoor M.: Region growing based segmentation algorithm for typewritten and handwritten text recognition. Appl. Soft Comput. 9, 608-617 (2009).
    • (2009) Appl. Soft Comput , vol.9 , pp. 608-617
    • Saeed, K.1    Albakoor, M.2
  • 132
    • 84878088196 scopus 로고    scopus 로고
    • Database and evaluation protocols for Arabic printed text recognition
    • University of Fribourg. Switzerland. Obtained from
    • Slimane, F., Ingold, R., Kanoun, S., Alimi, M. A., Hennebert, J.: Database and evaluation protocols for Arabic printed text recognition. Internal Research Report (DIUF). University of Fribourg. Switzerland. Obtained from: http://diuf. unifr. ch/diva/APTI/publications. html (2009).
    • (2009) Internal Research Report (DIUF)
    • Slimane, F.1    Ingold, R.2    Kanoun, S.3    Alimi, M.A.4    Hennebert, J.5
  • 133
    • 84878084675 scopus 로고
    • ERIM Arabic Database. Document Processing Research Program, Information and Materials Applications Laboratory
    • Schlosser, S.: ERIM Arabic Database. Document Processing Research Program, Information and Materials Applications Laboratory. Environmental Research Institute of Michigan (1995).
    • (1995) Environmental Research Institute of Michigan
    • Schlosser, S.1
  • 135
    • 84878077632 scopus 로고    scopus 로고
    • Altex
    • Altex, http://www. ALTEC-Center. org, viewed on 13/2/2012.
  • 136
    • 0013181904 scopus 로고    scopus 로고
    • Arabic finite-state morphological analysis and generation
    • Beesley, K. R.: Arabic finite-state morphological analysis and generation. In: COLING-96 Proceedings, Copenhagen, vol. 1. pp. 89-94 (1996).
    • (1996) In: COLING-96 Proceedings, Copenhagen , vol.1 , pp. 89-94
    • Beesley, K.R.1
  • 138
    • 47749106453 scopus 로고    scopus 로고
    • 2nd edn., Philadelphia: Linguistic Data Consortium. University of Pennsylvania
    • David Graff K. C., Kong J., Maeda K.: Arabic Gigaword, 2nd edn. Linguistic Data Consortium. University of Pennsylvania, Philadelphia (2006).
    • (2006) Arabic Gigaword
    • David Graff, K.C.1    Kong, J.2    Maeda, K.3
  • 139
    • 84878047883 scopus 로고
    • Test of two Arabic OCR programs
    • Bell, J., Zemanek, P.: Test of two Arabic OCR programs. Manuscr. Orient. Int. J. Orient. Manuscr. Res. 1(3), 55-57. http://www. islamicmanuscripts. info/.../Bell-Zemanek-1995-MO-1-3-Test-O. PDF (1995).
    • (1995) Manuscr. Orient. Int. J. Orient. Manuscr. Res , vol.1 , Issue.3 , pp. 55-57
    • Bell, J.1    Zemanek, P.2
  • 143
    • 0037209444 scopus 로고    scopus 로고
    • Databases for recognition of handwritten Arabic cheques
    • Al-Ohali Y., Cheriet M., Suen Ching: Databases for recognition of handwritten Arabic cheques. Patt. Recognit. 36(1), 111-121 (2003).
    • (2003) Patt. Recognit , vol.36 , Issue.1 , pp. 111-121
    • Al-Ohali, Y.1    Cheriet, M.2    Suen, C.3
  • 145
    • 42749094384 scopus 로고    scopus 로고
    • Forty years of research in character and document recognition-an industrial perspective
    • Fujisawa, H.: Forty years of research in character and document recognition-an industrial perspective. Patt. Recognit. Vol. 41, pp. 2435-2446 (2008).
    • (2008) Patt. Recognit , vol.41 , pp. 2435-2446
    • Fujisawa, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.