Feature extraction with wavelet transform for recognition of isolated handwritten farsi/Arabic characters and numerals

International Conference on Digital Signal Processing, DSP

Volumn 2, Issue , 2002, Pages 923-926

  Mowlaei, Amir ^a   Faez, Karim ^a   Haghighat, Abolfazl T ^a  

^a AMIRKABIR UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; CHARACTER RECOGNITION; COMPUTATIONAL LINGUISTICS; DIGITAL SIGNAL PROCESSING; DISCRETE WAVELET TRANSFORMS; EXTRACTION; FEATURE EXTRACTION; SIGNAL PROCESSING;

BACKPROPAGATION LEARNING; CLASSIFICATION RATES; DIFFERENT AGES; DIFFERENT CLASS; FARSI LANGUAGE; HAAR WAVELETS; TEST PATTERN; WAVELET COEFFICIENTS;

WAVELET TRANSFORMS;

EID: 10044274709     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDSP.2002.1028240     Document Type: Conference Paper

References (10)

1. R, Plamondon and S. N. Srihari, " On-Line and Off-Linc Handwriting Recognition; A comprehensive survey IEEE Trans on Pattern Analysis and Machine Intelligence, Vol 22, No. 1, January 2000, pp.63-84, .
2. M. Debghan, K. Faez, M. Ahmadi and M. Shridhar, " Off Line unconstrained Farsi Handwritten word recognition using fuzzy vector quantization and hidden Markov word models", Proceedings of 15th international reconfcrcnce on pattern recognition. Vol. 2, 2000, pp. 351-354.
3. I. S. I. Abuhiba, S. A. Mahmoud and R. G. Green, ''Recognition of Handwritten Cursive Arabic Characters", IEEE Trans, on Pattern Analysis and Machine Intelligence, Vol. 16, no. 6, June 1994, pp .664-672, .
4. 13TH International Conference on Digital Signal Processing, Vol. 2, 1997, pp. 507-510.
5. H. Al-Youscfi and S. S. Udpa, " Recognition of Arabic Characters", IEEE Trans, on Pattern Analysis and Machine Intelligence, Vol. 14, No. 8, August 1992, pp.853-887.
6. I Daubechies, TEN LECTURES ON WAVELETS, SLAM(Society for Industrial ar.d Applied Mathematics), Philadelphia, 1992.
7. J. Daugman, "Complete Discrete 2-D Gabor Transforms by Neural Networks for Image Analysis and Compressbn", IEEE Trans. ASSP. Vol 36, July 1988, pp.1169-1179.
8. S. G. Mallat, " A Theory for Multiresolution Signal Decomposition : The Wavelet Representation", IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol. 11, No. 7, July 1989, pp.674-693.
9. A, Rosenfeld and A. C. Kak, DIGITAL PICTURE PROCESSING, Vol. 2, pp. 232-240, Academic Press, 2nd Ed, 1982.
10. S. Pittner, J Schneid and C. W. Ueberhuber, WAVELET LITERATURE SURVEY, Technical University of Vienna, Vienna, Austria, 1993.