References
- L.M. Lorigo and V. Govindaraju, "Offline Arabic Handwriting Recognition: A Survey," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 5, May 2006, pp. 712-724. https://doi.org/10.1109/TPAMI.2006.102
- M.T. Parvez and S.A. Mahmoud, "Offline Arabic Handwritten Text Recognition: A Survey," ACM Comput. Surveys, vol. 45, no. 2, Mar. 2013, pp. 23-1-23-35.
- O.H. Assma, O.O. Khalifa, and A. Hassan, "Handwritten Arabic Word Recognition: a Review of Common Approaches," Int. Conf. Comput. Commun. Eng., Kuala Lumpur, Malaysia, May 13-15, 2008, pp. 801-805.
- K. Mostafa and A.M. Darwish, "Robust Base-Line Independent Algorithms for Segmentation and Reconstruction of Arabic Handwritten Cursive Script," Proc. SPIE, vol. 3651, 1999, pp. 73-83.
- T. Sari, L. Souici, and M. Sellami, "Off-Line Handwritten Arabic Character Segmentation Algorithm: ACSA," Proc. Int. Workshop Frontiers Handwriting Recogn., Ontario, Canada, Aug, 6-8, 2002, pp. 452-457.
- L. Lorigo and V. Govindaraju, "Segmentation and Prerecognition of Arabic Handwriting," Int. Conf. Document Anal. Recogn., Seoul, Rep. of Korea, Aug. 3-Sept. 1, 2005, pp. 605-609.
- S.S. Maddouri, F. Ghazouani, and F.B. Samoud, "Text Lines and PAWs Segmentation of Handwritten Arabic Document by Two Hybrid Methods," Int. Conf. Adv. Technol. Signal Image Process., Sousse, Tunisia, Mar. 17-19, 2014, pp. 310-315.
- M. Dehghan et al., "Handwritten Farsi (Arabic) Word Recognition: A Holistic Approach Using Discrete HMM," Pattern Recogn., vol. 34, no. 5, May 2001, pp. 1057-1065. https://doi.org/10.1016/S0031-3203(00)00051-0
- R.A.H. Mohamad, L. Likforman-Sulem, and C. Mokbel, "Combining Slanted-Frame Classifiers for Improved HMM-Based Arabic Handwriting Recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 7, July 2009, pp. 165-1177.
- V. Margner, H. El-Abed, and M. Pechwitz, "Offline Handwritten Arabic Word Recognition Using HMM: A Character-Based Approach without Explicit Segmentation," Proc. Colloque Int. Francophone sur l'Ecrit et le Document, 2006.
- M.P. Lewis, Ethnologue: Languages of the World; Sixteenth Edition, Dallas, TX, USA: SIL International, 2009.
- A. Broumandnia, J. Shanbehzadeh, and M. Rezakhah Varnoosfaderani, "Persian/Arabic Handwritten Word Recognition Using M-Band Packet Wavelet Transform," Image Vis. Comput., vol. 26, no. 6, June 2008, pp. 829-842. https://doi.org/10.1016/j.imavis.2007.09.004
- R. El-Hajj, L. Likforman-Sulem, and C. Mokbel, "Arabic Handwriting Recognition Using Baseline Dependent Features and Hidden Markov Modeling," Int. Conf. Document Anal. Recogn., Seoul, Rep. of Korea, Aug. 29-Sept. 1, 2005, pp. 893-897.
- R. El-Hajj et al., "Combination of HMM-Based Classifiers for the Recognition of Arabic Handwritten Words," Int. Conf. Document Anal. Recogn., Parana, Brazil, Sept. 23-26, 2007, pp. 959-963.
- L. Dinges et al., "Offline Automatic Segmentation Based Recognition of Handwritten Arabic Words," Int. J. Signal Process., Image Process., Pattern Recogn., vol. 4, no. 1, 2011, pp. 131-144.
- A. Maqqor, A. Halli, and K. Satori, "A Multi-stream HMM Approach to Offline Handwritten Arabic Word Recognition," Int. J. Natural Language Comput., vol. 2, no. 4, 2013, pp. 21-33. https://doi.org/10.5121/ijnlc.2013.2402
- R. Gonzalez and R. Woods, Digital Image Processing (3rd Edition), Upper Saddle River, NJ, USA: Prentice Hall, 2006.
- M.Y. Chen, A. Kundu, and S.N. Srihari, "Variable Duration Hidden Markov and Morphological Segmentation for Handwritten Word Recognition," IEEE Trans. Image Process., vol. 4, no. 12, Dec. 1995, pp. 1675-1688. https://doi.org/10.1109/83.477074
- F. Farooq, V. Govindaraju, and M. Perrone, "Pre-processing Methods for Handwritten Arabic Documents," Int. Conf. Document Anal. Recogn., Seoul, Rep. of Korea, Aug. 29-Sept. 1, 2005, pp. 267-271.
- Y.H. Tay et al., "An Offline Cursive Handwritten Word Recognition System," Proc. IEEE Region Int. Conf. Electr. Electron. Technol., Singapore, Aug. 19-22, 2001, pp. 519-524.
- R.M. Haralick and L.G. Shapiro, Computer and Robot Vision, Volume I, reading, MA, USA: Addison-Wesley, 1992, pp. 28-48.
- D. Xiang et al., "Offline Arabic Handwriting Recognition System Based On HMM," IEEE Int. Conf. Sci. Inform. Technol., Chengdu, China, July 9-11, 2010, pp. 526-529.
- I. Siddiqi and N. Vincent. "Text Independent Writer Recognition Using Redundant Writing Patterns with Contour-Based Orientation and Curvature Features," Pattern Recogn., vol. 43, no. 11, Nov. 2010, pp. 3853-3865. https://doi.org/10.1016/j.patcog.2010.05.019
- G.H. Kim and V. Govindaraju, "A Lexicon Driven Approach to Handwritten Word Recognition for Real-Time Applications," IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 4, Apr. 1997, pp. 366-379. https://doi.org/10.1109/34.588017
- A. Graves et al., "Connectionist Temporal Classification: Labeling Unsegmented Sequence Data with Recurrent Neural Networks," Proc. Int. Conf. Mach. Learning, Pittsburgh, PA, USA, June 25-29, 2006, pp. 369-376.
- A. Graves et al., "A Novel Connectionist System for Unconstrained Handwriting Recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 5, May 2009, pp. 855-868. https://doi.org/10.1109/TPAMI.2008.137
- V. Frinken et al., "Long-Short Term Memory Neural Networks Language Modeling for Handwriting Recognition," Int. Conf. Pattern Recogn., Tsukuba, Japan, Nov. 11-15, 2012, pp. 701-704.
- Y. LeCun et al., "Efficient BackProp," in Neural Networks: Tricks of the trade, Heidelberg, Netherland: Springer, 1998, pp. 9-50.
- M. Riedmiller and H. Braun, "A Direct Adaptive Method for Faster Backpropagation Learning: The Rprop Algorithm," IEEE Int. Conf. Neural Netw., San Francisco, CA, USA, Mar. 28-Apr. 1, 1993, pp. 586-591.
- E. Bayesteh, A. Ahmadifard, and H. Khosravi, "A Lexicon Reduction Method Based on Clustering Word Images in Offline Farsi Handwritten Word Recognition Systems," Iranian Conf. Mach. Vis. Image Process., Tehran, Iran, Nov. 16-17, 2011, pp. 1-5.
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