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Volumn 16, Issue 3, 2013, Pages 209-226

Online Arabic handwriting recognition: A survey

Author keywords

Cursive script; Handwriting recognition; Online recognition; Written Arabic language

Indexed keywords

ARABIC LANGUAGES; CURSIVE SCRIPT; FUTURE RESEARCH DIRECTIONS; HANDWRITING RECOGNITION; ON-LINE RECOGNITION; ONLINE ARABIC HANDWRITING RECOGNITION; RECORDING INFORMATION; TECHNOLOGICAL REVOLUTION;

EID: 84881617410     PISSN: 14332833     EISSN: 14332825     Source Type: Journal    
DOI: 10.1007/s10032-012-0186-8     Document Type: Article
Times cited : (72)

References (102)
  • 2
    • 0033640745 scopus 로고    scopus 로고
    • On-line and off-line handwriting recognition: a comprehensive survey
    • Plamondon R., Srihari S. N.: On-line and off-line handwriting recognition: a comprehensive survey. IEEE Trans. Pattern Anal. Mach. Intell. 22(1), 63-84 (2000).
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell. , vol.22 , Issue.1 , pp. 63-84
    • Plamondon, R.1    Srihari, S.N.2
  • 4
    • 85161980569 scopus 로고    scopus 로고
    • Unconstrained online handwriting recognition with recurrent neural networks
    • J. Platt, D. Koller, Y. Singer, and S. Roweis (Eds.), Cambridge: MIT Press
    • Graves A., Fernandez S., Liwicki M., Bunke H., Schmidhuber J.: Unconstrained online handwriting recognition with recurrent neural networks. In: Platt, J., Koller, D., Singer, Y., Roweis, S. (eds) Advances in Neural Information Processing Systems, vol. 20, MIT Press, Cambridge (2008).
    • (2008) Advances in Neural Information Processing Systems , vol.20
    • Graves, A.1    Fernandez, S.2    Liwicki, M.3    Bunke, H.4    Schmidhuber, J.5
  • 5
    • 33745558703 scopus 로고    scopus 로고
    • Recent Advances in Handwritten Recognition
    • In: Pal, U., Parui, S. K., Chaudhuri, B. B. (eds.)
    • Bortolozzi, F., Brito, A. S., Oliveira, L. S., Morita, M.: Recent Advances in Handwritten Recognition. In: Pal, U., Parui, S. K., Chaudhuri, B. B. (eds.) Document Analysis, pp 1-30 (2008).
    • (2008) Document Analysis , pp. 1-30
    • Bortolozzi, F.1    Brito, A.S.2    Oliveira, L.S.3    Morita, M.4
  • 6
    • 68249125168 scopus 로고    scopus 로고
    • On-line Arabic handwriting recognition with templates
    • New Frontiers in Handwriting Recognition
    • Sternby, J., Morwing, J., Andersson, J., Friberg, C.: On-line Arabic handwriting recognition with templates. Pattern Recogn. J. 42(12), 3278-3286, New Frontiers in Handwriting Recognition (2009).
    • (2009) Pattern Recogn. J. , vol.42 , Issue.12 , pp. 3278-3286
    • Sternby, J.1    Morwing, J.2    Andersson, J.3    Friberg, C.4
  • 7
    • 68249112410 scopus 로고    scopus 로고
    • Novel script line identification method for script normalization and feature extraction in on-line handwritten whiteboard note recognition
    • New Frontiers in Handwriting Recognition
    • Schenk, J., Lenz, J., Rigoll, G.: Novel script line identification method for script normalization and feature extraction in on-line handwritten whiteboard note recognition. Pattern Recogn. J., 42(12), pp. 3383-3393, New Frontiers in Handwriting Recognition (2009).
    • (2009) Pattern Recogn. J , vol.42 , Issue.12 , pp. 3383-3393
    • Schenk, J.1    Lenz, J.2    Rigoll, G.3
  • 8
    • 0742286182 scopus 로고    scopus 로고
    • Online recognition of Chinese characters: the state-of-the-art
    • Liu C., Nakagawa M.: Online recognition of Chinese characters: the state-of-the-art. IEEE Trans. Pattern Anal. Mach. Intell. 26, 198-213 (2004).
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , pp. 198-213
    • Liu, C.1    Nakagawa, M.2
  • 10
    • 79951691118 scopus 로고    scopus 로고
    • A new encoding system: Application to on-line Arabic handwriting
    • Njah, S., Bezine, H., Alimi, A. M.: A new encoding system: application to on-line Arabic handwriting. In: Proceedings of ICFHR 2010, pp. 451-456 (2010).
    • (2010) In: Proceedings of ICFHR 2010 , pp. 451-456
    • Njah, S.1    Bezine, H.2    Alimi, A.M.3
  • 13
    • 0036014755 scopus 로고    scopus 로고
    • Off-Line Arabic character recognition-a review
    • Khorsheed M. S: Off-Line Arabic character recognition-a review. Pattern Anal. Appl. 5(1), 31-45 (2002).
    • (2002) Pattern Anal. Appl. , vol.5 , Issue.1 , pp. 31-45
    • Khorsheed, M.S.1
  • 14
  • 19
    • 0002347330 scopus 로고    scopus 로고
    • Automatic Bankcheck Processing: A New Engineered System
    • In: Impedovo, S., Wang, P. S. P., Bunke, H. (eds.), World Scientific, Singapore
    • Dimauro, G., Impedovo, S., Pirlo, G., Salzo, A.: Automatic Bankcheck Processing: A New Engineered System. In: Impedovo, S., Wang, P. S. P., Bunke, H. (eds.) Machine Perception and Artificial Intelligence, vol. 28, pp. 5-42. World Scientific, Singapore (1997).
    • (1997) Machine Perception and Artificial Intelligence , vol.28 , pp. 5-42
    • Dimauro, G.1    Impedovo, S.2    Pirlo, G.3    Salzo, A.4
  • 21
    • 0039936114 scopus 로고
    • Machine Reading of Cursive Script
    • Amsterdam
    • Earnest, L. D.: Machine Reading of Cursive Script. IFIP Congress, pp. 462-466, Amsterdam (1963).
    • (1963) IFIP Congress , pp. 462-466
    • Earnest, L.D.1
  • 22
    • 84937647516 scopus 로고
    • Handwriting and pattern recognition
    • Eden, M.: Handwriting and pattern recognition. Inf. Theory IRE Trans. 8(2), 160-166 (1962).
    • (1962) Inf. Theory IRE Trans , vol.8 , Issue.2 , pp. 160-166
    • Eden, M.1
  • 23
    • 84881611749 scopus 로고    scopus 로고
    • Digitizer technology Comparison: Inductive and resistive technology
    • Scholey, I.: Digitizer technology Comparison: inductive and resistive technology. Pen Comput. Mag. (2006). http://pencomputing. com/features/wacomdigitizercomparison. html.
    • (2006) Pen Comput. Mag
    • Scholey, I.1
  • 24
    • 84881610447 scopus 로고    scopus 로고
    • Fujitsu-The Possibilities are Infinite
    • Fujitsu laboratories
    • Fujitsu laboratories: Fujitsu-The Possibilities are Infinite, Ultrasound Electronic Pen (2005).
    • (2005) Ultrasound Electronic Pen
  • 25
    • 84881613146 scopus 로고    scopus 로고
    • Wacom Components: Technology
    • Wacom Technology
    • Wacom Technology.: Wacom Components: Technology: EMR Technology (2006). http://www.wacom-components.com/english/technology/emr.html.
    • (2006) EMR Technology
  • 26
    • 84881612182 scopus 로고    scopus 로고
    • http://www.parascript. com/.
  • 27
    • 84881616691 scopus 로고    scopus 로고
    • http://thenextweb.com/insider/2011/10/22/how-one-of-apples-most-important-pieces-of-software-came-from-a-small-uk-startup/.
  • 28
    • 84881612583 scopus 로고    scopus 로고
    • http://www.visionobjects.com/en/about-us/vision-objects/about-vision-objects/.
  • 29
    • 84881614944 scopus 로고    scopus 로고
    • http://www.mobidiv.com/.
  • 31
    • 84881615335 scopus 로고    scopus 로고
    • http://axiotron.com/index.php?id=quickscript.
  • 32
    • 0033640646 scopus 로고    scopus 로고
    • Statistical pattern recognition: A review
    • Jain, A. K., Duin, R. P. W., Mao, J.: Statistical pattern recognition: a review. IEEE Trans. PAMI 22, 4-3 (2000).
    • (2000) IEEE Trans. PAMI , vol.22 , pp. 3-4
    • Jain, A.K.1    Duin, R.P.W.2    Mao, J.3
  • 35
    • 45349089037 scopus 로고    scopus 로고
    • Bayes classification of online Arabic characters by Gibbs modeling of class conditional densities
    • Mezghani N., Mitiche A., Cheriet M.: Bayes classification of online Arabic characters by Gibbs modeling of class conditional densities. IEEE Trans. Pattern Anal. Mach. Intell. 30(7), 1121-1131 (2008).
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell. , vol.30 , Issue.7 , pp. 1121-1131
    • Mezghani, N.1    Mitiche, A.2    Cheriet, M.3
  • 36
    • 84945934645 scopus 로고    scopus 로고
    • Combination of pruned Kohonen maps for on-line Arabic characters recognition
    • Edinburgh
    • Mezghani, N., Mitiche, A., Cheriet, M.: Combination of pruned Kohonen maps for on-line Arabic characters recognition. In: Proceedings of ICDAR'03, pp. 900-905, Edinburgh (2003).
    • (2003) In: Proceedings of ICDAR'03 , pp. 900-905
    • Mezghani, N.1    Mitiche, A.2    Cheriet, M.3
  • 42
    • 39049084699 scopus 로고    scopus 로고
    • Online handwritten digit recognition based on trajectory and velocity modeling
    • Kherallah M., Haddad L., Alimi A. M., Mitiche A.: Online handwritten digit recognition based on trajectory and velocity modeling. Pattern Recogn. Lett. 29, 580-594 (2008).
    • (2008) Pattern Recogn. Lett. , vol.29 , pp. 580-594
    • Kherallah, M.1    Haddad, L.2    Alimi, A.M.3    Mitiche, A.4
  • 46
    • 55749110580 scopus 로고    scopus 로고
    • Recognition of on-line handwritten Arabic digits using structural features and transition network
    • Al-Taani, A., Hammad, M.: Recognition of on-line handwritten Arabic digits using structural features and transition network. Informatica 32, 275-281 (2008).
    • (2008) Informatica , vol.32 , pp. 275-281
    • Al-Taani, A.1    Hammad, M.2
  • 48
    • 82355160861 scopus 로고    scopus 로고
    • An on-line Arabic handwriting recognition system based on a new on-line graphemes segmentation technique
    • Eraqi, H., Abdelazeem, S.: An on-line Arabic handwriting recognition system based on a new on-line graphemes segmentation technique. In: Proceedings of ICDAR 2011, pp. 409-413 (2011).
    • (2011) In: Proceedings of ICDAR 2011 , pp. 409-413
    • Eraqi, H.1    Abdelazeem, S.2
  • 49
    • 80052255505 scopus 로고    scopus 로고
    • Recognition of on-line arabic handwritten characters using structural features
    • Al-Taani, A., Al-Haj, S.: Recognition of on-line arabic handwritten characters using structural features. J. Pattern Recogn. Res., pp. 23-37 (2010).
    • (2010) J. Pattern Recogn. Res , pp. 23-37
    • Al-Taani, A.1    Al-Haj, S.2
  • 50
    • 77957899955 scopus 로고    scopus 로고
    • HMM and fuzzy logic: a hybrid approach for online Urdu script-based languages' character recognition
    • Razzak M. I., Anwar F., Husain S. A., Belaid A., Sher M.: HMM and fuzzy logic: a hybrid approach for online Urdu script-based languages' character recognition. Knowl. Based Syst. 23(8), 914-923 (2010).
    • (2010) Knowl. Based Syst. , vol.23 , Issue.8 , pp. 914-923
    • Razzak, M.I.1    Anwar, F.2    Husain, S.A.3    Belaid, A.4    Sher, M.5
  • 52
    • 82355192099 scopus 로고    scopus 로고
    • On-line Arabic handwritten personal names recognition system based on HMM
    • Abdelazeem, S., Eraqi, H.: On-line Arabic handwritten personal names recognition system based on HMM. In: Proceedings of ICDAR 2011, pp. 1304-1308 (2011).
    • (2011) In: Proceedings of ICDAR 2011 , pp. 1304-1308
    • Abdelazeem, S.1    Eraqi, H.2
  • 53
    • 77958066294 scopus 로고    scopus 로고
    • Locally baseline detection for online Arabic script based languages character recognition
    • Razzak M. I., Sher M., Hussain S. A.: Locally baseline detection for online Arabic script based languages character recognition. Int. J. Phys. Sci. 5(7), 955-959 (2010).
    • (2010) Int. J. Phys. Sci. , vol.5 , Issue.7 , pp. 955-959
    • Razzak, M.I.1    Sher, M.2    Hussain, S.A.3
  • 55
    • 0012805737 scopus 로고
    • The analysis of error in an on-line recognition system of arabic handwritten character
    • Alimi, A. M., Ghorbel, O. A.: The analysis of error in an on-line recognition system of arabic handwritten character. In: Proceedings of ICDAR'95, vol. 2, pp. 890-893 (1995).
    • (1995) In: Proceedings of ICDAR'95 , vol.2 , pp. 890-893
    • Alimi, A.M.1    Ghorbel, O.A.2
  • 57
    • 58249085801 scopus 로고    scopus 로고
    • On-line Arabic handwriting recognition system based on visual encoding and genetic algorithm
    • Kherallah M., Bouri F., Alimi A.: On-line Arabic handwriting recognition system based on visual encoding and genetic algorithm. J. Eng. Appl. Artif. Intell. 22(1), 153-170 (2009).
    • (2009) J. Eng. Appl. Artif. Intell. , vol.22 , Issue.1 , pp. 153-170
    • Kherallah, M.1    Bouri, F.2    Alimi, A.3
  • 58
    • 82355175628 scopus 로고    scopus 로고
    • On-line Arabic handwriting recognition system based on HMM
    • Ahmed, H., Abdel Azeem, S.: On-line Arabic handwriting recognition system based on HMM. In: Proceedings of ICDAR 2011, pp. 1324-1328 (2011).
    • (2011) In: Proceedings of ICDAR 2011 , pp. 1324-1328
    • Ahmed, H.1    Abdel Azeem, S.2
  • 65
  • 66
    • 0025464145 scopus 로고
    • On-line recognition of handwritten Arabic characters
    • Al-Emami S., Usher M.: On-line recognition of handwritten Arabic characters. IEEE Trans. Pattern Anal. Mach. Intell. 12(7), 704-710 (1990).
    • (1990) IEEE Trans. Pattern Anal. Mach. Intell. , vol.12 , Issue.7 , pp. 704-710
    • Al-Emami, S.1    Usher, M.2
  • 70
    • 59849114638 scopus 로고    scopus 로고
    • Recognition of handwritten Arabic alphabet via hand motion tracking
    • Assaleh K., Shanableh T., Hajjaj H.: Recognition of handwritten Arabic alphabet via hand motion tracking. J. Franklin Inst. 346(2), 175-189 (2009).
    • (2009) J. Franklin Inst. , vol.346 , Issue.2 , pp. 175-189
    • Assaleh, K.1    Shanableh, T.2    Hajjaj, H.3
  • 73
    • 0025625880 scopus 로고
    • Real-time arabic handwritten character recognition
    • Al-Sheikh T., El-Taweel S.: Real-time arabic handwritten character recognition. Pattern Recogn. 23(12), 1323-1332 (1990).
    • (1990) Pattern Recogn. , vol.23 , Issue.12 , pp. 1323-1332
    • Al-Sheikh, T.1    El-Taweel, S.2
  • 74
    • 29444440547 scopus 로고    scopus 로고
    • Apport de la modálisation de la durée d'état dans la reconnaissance en-ligne des caractàres arabes par HMMs
    • Mahjoub, M. A.: Apport de la modálisation de la durée d'état dans la reconnaissance en-ligne des caractàres arabes par HMMs. In: Proceedings of 17th Journée Tunisienne en Electrotechnique et Automatique, pp. 341-348 (1997).
    • (1997) Proceedings of 17th Journée Tunisienne En Electrotechnique Et Automatique , pp. 341-348
    • Mahjoub, M.A.1
  • 75
    • 85010069340 scopus 로고    scopus 로고
    • A hybrid approach of neural networks/hidden markov model for on-line recognition of the Arabic digits
    • Mounastir, Tunisia
    • Hafsa, W., Kherallah, M., Ben Jemaa, M., Ben Amara, N.: A hybrid approach of neural networks/hidden markov model for on-line recognition of the Arabic digits. In: Proceedings of IEEE International Conference on SCS'04, pp. 137-141. Mounastir, Tunisia (2004).
    • (2004) Proceedings of IEEE International Conference On SCS'04 , pp. 137-141
    • Hafsa, W.1    Kherallah, M.2    Ben Jemaa, M.3    Ben Amara, N.4
  • 79
    • 0024859985 scopus 로고
    • On-line recognition of handwritten Arabic character recognition
    • El-Wakil M. S., Shoukry A. A.: On-line recognition of handwritten Arabic character recognition. Pattern Recogn. 22(2), 97-105 (1989).
    • (1989) Pattern Recogn. , vol.22 , Issue.2 , pp. 97-105
    • El-Wakil, M.S.1    Shoukry, A.A.2
  • 81
    • 79952102365 scopus 로고    scopus 로고
    • AraPen: An Arabic online handwriting recognition system. Information and communication technologies, 2006
    • Alsallakh, B., Safadi, H.: AraPen: an Arabic online handwriting recognition system. Information and communication technologies, 2006. In: Proceedings of ICTTA '06. 2nd Issue, pp.1844-1849 (2006).
    • (2006) In: Proceedings of ICTTA '06 , Issue.2 , pp. 1844-1849
    • Alsallakh, B.1    Safadi, H.2
  • 82
    • 0032021907 scopus 로고    scopus 로고
    • Comparison of fast nearest neighbor classifier for handwritten character recognition
    • Mico L., Oncina J.: Comparison of fast nearest neighbor classifier for handwritten character recognition. Pattern Recogn. Lett. 19, 351-356 (1999).
    • (1999) Pattern Recogn. Lett. , vol.19 , pp. 351-356
    • Mico, L.1    Oncina, J.2
  • 83
    • 0022594196 scopus 로고
    • An introduction to hidden Markov models
    • Rabiner, L., Juang, R., Levinson, B. H.: An introduction to hidden Markov models. ASSP Mag. IEEE, 3(1), 4-16 (1986).
    • (1986) ASSP Mag. IEEE , vol.3 , Issue.1 , pp. 4-16
    • Rabiner, L.1    Juang, R.2    Levinson, B.H.3
  • 85
    • 0002400882 scopus 로고    scopus 로고
    • Simplified support vector decision rules
    • In: Saitta, L, San Mateo, California, Morgan Kaufmann
    • Burges, C. J: Simplified support vector decision rules. In: Saitta, L. (ed), 13th International Conference on Machine Learning. San Mateo, California, Morgan Kaufmann (1996).
    • (1996) 13th International Conference On Machine Learning
    • Burges, C.J.1
  • 86
    • 68749084616 scopus 로고    scopus 로고
    • Handwriting recognition research: twenty years of achievement and beyond
    • Cheriet M., El-Yacoubi M. A., Fujisawa H., Lopresti D. P., Lorette G.: Handwriting recognition research: twenty years of achievement and beyond. Pattern Recogn. 42(12), 3131-3135 (2009).
    • (2009) Pattern Recogn. , vol.42 , Issue.12 , pp. 3131-3135
    • Cheriet, M.1    El-Yacoubi, M.A.2    Fujisawa, H.3    Lopresti, D.P.4    Lorette, G.5
  • 90
    • 79960309203 scopus 로고    scopus 로고
    • A database for offline Arabic handwritten text recognition
    • 2011
    • Mahmoud S. A., Ahmad I., Alshayeb M.: A database for offline Arabic handwritten text recognition. Lect. Notes Comput. Sci. 6754/2011, 397-406 (2011).
    • (2011) Lect. Notes Comput. Sci. , vol.6754 , pp. 397-406
    • Mahmoud, S.A.1    Ahmad, I.2    Alshayeb, M.3
  • 93
    • 79952106573 scopus 로고    scopus 로고
    • On-line Arabic handwriting recognition competition ADAB database and participating systems
    • El Abed, H., kherallah, M., Mĉrgner, V., Alimi, A. M.: On-line Arabic handwriting recognition competition ADAB database and participating systems. Int. J. Doc. Anal. Recogn. 14(1), 15-23 (2010).
    • (2010) Int. J. Doc. Anal. Recogn , vol.14 , Issue.1 , pp. 15-23
    • El Abed, H.1    Kherallah, M.2    Mĉrgner, V.3    Alimi, A.M.4
  • 94
    • 84881610184 scopus 로고    scopus 로고
    • http://www.altec-center.org/conference/?page_id=87.
  • 99
    • 84893432122 scopus 로고    scopus 로고
    • On-line recognition of handwritten Arabic characters using a Kohonen neural network
    • Niagara-on-the-Lake, Canada
    • Mezghani, N., Mitiche, A., Cheriet, M.: On-line recognition of handwritten Arabic characters using a Kohonen neural network. In: Proceedings of IWFHR'02, pp. 490-495. Niagara-on-the-Lake, Canada (2002).
    • (2002) In: Proceedings of IWFHR'02 , pp. 490-495
    • Mezghani, N.1    Mitiche, A.2    Cheriet, M.3
  • 100
    • 0036768042 scopus 로고    scopus 로고
    • Evolutionary computation for the recognition of on-line cursive handwriting
    • SPEC
    • Alimi, A. M.: Evolutionary computation for the recognition of on-line cursive handwriting. IETE J. Res. 48(5) SPEC., 385-396 (2002).
    • (2002) IETE J. Res , vol.48 , Issue.5 , pp. 385-396
    • Alimi, A.M.1


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