A novel lexicon reduction method for arabic handwriting recognition

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 2865-2868

  Wshah, Safwan ^a   Govindaraju, Venu ^a   Cheng, Yanfen ^b   Li, Huiping ^c  

^a State University of New York   (United States)

^b WUHAN UNIVERSITY OF TECHNOLOGY   (China)

^c Applied Media Analysis Inc   (United States)

Author keywords

Arabic offline handwritten; Handwritten recognition; Lexicon redeuction

Indexed keywords

ARABIC HANDWRITING RECOGNITION; ARABIC WORD RECOGNITION; CONVOLUTIONAL NEURAL NETWORK; DESCRIPTORS; DYNAMIC MATCHING; HANDWRITTEN RECOGNITION; HANDWRITTEN WORDS; IFN/ENIT-DATABASE; LEXICON REDEUCTION; OFF-LINE HANDWRITTEN; PRE-PROCESSING; REDUCTION ALGORITHMS; REDUCTION METHOD; REDUCTION RATE; SIZE REDUCTIONS;

FEEDFORWARD NEURAL NETWORKS;

CHARACTER RECOGNITION;

EID: 78149482381     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.702     Document Type: Conference Paper

References (9)

1. Ethnologue: Languages of the World, 14th ed: SIL International, 2000.
2. S. Hussain, N. Durrani, S. Gul, " Survey of Language Computing in Asia," Center for Research in Urdu Language Processing, National University of Computer and Emerging Sciences, 2005-02, 2005
3. S. Madhvanath, V. Govindaraju, Serial classi"er combination for handwritten word recognition, Proceedings of the Third International Conference on Document Analysis and Recognition (ICDAR), Montreal, Canada, August 14-16, 1995, pp. 911-914.
4. S. Madhvanath, K. Sundar and V. Govindaraju, "Syntactic Methodology of Pruning Large Lexicons in Cursive Script Recognition", PR. Elsevier, 34(1):37-46. 2001.
5. Y. Le Cun. Generalization and network design strategies. Technical Report. CRG-TR-89-4, University of Toronto Connectionist Research Group, June. 1989.
6. Y. Le Cun and Yoshua Bengio. Convolutional networks for images, speech, and time series. In Michael A. Arbib, editor, The Handbook of Brain Theory and Neural Networks, pages 255-258. MIT Press, Cambridge, Massachusetts, 1995.
7. Saeed Mozaffari, Karim Faez, two stage lexicon reduction for offline Arabic handwriting word recognition, IJPRAI 22(7): 1323-1341 (2008).
8. Saeed Mozaffari, Karim Faez, Volker Märgner, Haikal El Abed: Lexicon reduction using dots for off-line Farsi/Arabic handwritten word recognition. Pattern Recognition Letters, Volume 29 , Issue 6 (April 2008).
9. L. Lorigo and V. Govindaraju, "Off-line Arabic Handwriting Recognition: A Survey," Department of Computer Science and Engineering, University at Buffalo Technical Report 2005-02, 2005.