Neural network based handwritten character recognition system without feature extraction

2011 International Conference on Computer, Communication and Electrical Technology, ICCCET 2011

Volumn , Issue , 2011, Pages 40-44

  Pradeep, J ^a   Srinivasan, E ^a   Himavathi, S ^a  

^a PONDICHERRY ENGINEERING COLLEGE   (India)

Author keywords

Feature extraction; Feed forward propagation neural Network; Handwritten Character Recognition; Image processing

Indexed keywords

BANK CHEQUES; CLASSIFICATION AND RECOGNITION; DATA SETS; FEED FORWARD; HAND WRITTEN CHARACTER RECOGNITION; HAND-WRITTEN CHARACTERS; HANDWRITING RECOGNITION; MULTI-LAYER FEED FORWARD; RECOGNITION RATES; RESEARCH AREAS; WRITTEN DOCUMENTS;

CHARACTER RECOGNITION; CHARACTER SETS; FEEDFORWARD NEURAL NETWORKS; IMAGE PROCESSING; IMAGING SYSTEMS; PATTERN RECOGNITION SYSTEMS; PIXELS;

FEATURE EXTRACTION;

EID: 79957464877     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCCET.2011.5762513     Document Type: Conference Paper

References (12)

1. S. Mori, C.Y. Suen and K. Kamamoto, "Historical review of OCR research and development," Proc. of IEEE, vol. 80, pp. 1029-1058, July 1992.
2. N. Arica and F. Yarman-Vural, "An Overview of Character Recognition Focused on Off-line Handwriting", IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, Vol.31 (2), pp. 216-233. 2001.
3. V.K. Govindan and A.P. Shivaprasad, "Character Recognition - A review," Pattern Recognition, Vol. 23, no. 7, pp. 671-683, 1990.
4. R. Plamondon and S. N. Srihari, "On-line and off- line handwritten character recognition: A comprehensive survey,"IEEE. Transactions on Pattern Analysis and Machine Intelligence, Vol. 22, no. 1, pp. 63-84, 2000.
5. U. Bhattacharya, and B. B. Chaudhuri, "Handwritten numeral databases of Indian scripts and multistage recognition of mixed numerals," IEEE Transaction on Pattern analysis and machine intelligence, Vol.31, No.3, pp.444-457, 2009.
6. U. Pal, T. Wakabayashi and F. Kimura, "Handwritten numeral recognition of six popular scripts," Ninth International conference on Document Analysis and Recognition ICDAR 07, Vol.2, pp.749-753, 2007.
7. Pal, U. and B.B. Chaudhuri, "Indian script character recognition: A survey," Pattern Recognition, vol. 37, no.9, pp.1887-1899, 2004.
8. Mantas, J, "An overview of character recognition methodologies," Pattern Recognition, Vol. 19, Issue 6, pp. 425-430, 1986.
9. Rafael C. Gonzalez, Richard E. woods and Steven L.Eddins, Digital Image Processing using MATLAB, Pearson Education, Dorling Kindersley, South Asia, 2004.
10. R.G. Casey and E.Lecolinet, "A Survey of Methods and Strategies in Character Segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 18, No.7, July 1996, pp. 690-706.
11. A. Rajavelu, M. T. Musavi, and M. V. Shirvaikar, "A Neural Network Approach to Character Recognition," Neural Networks, 2, pp. 387-393, 1989.
12. M. Hanmandlu, K.R.M. Mohan, and H. Kumar, "Neural-based Handwritten character recognition," in Proceedings of Fifth IEEE International Conference on Document Analysis and Recognition, ICDAR'99, pp. 241-244, Bangalore, India, 1999.