Offline malay handwritten cheque words recognition using artificial neural network

Journal of Applied Sciences

Volumn 11, Issue 1, 2011, Pages 86-95

  Noori, Omar ^a   Ahmad, Sharifah Mumtazah Syed ^a   Shakil, Asma ^a  

^a Universiti Tenaga Nasional   (Malaysia)

Author keywords

Automated cheque processing; Back propagation neural network; Character recognition; Fed forward neural network; Lexical verification; Offline handwriting recognition; Pattern recognition

Indexed keywords

BACK PROPAGATION NEURAL NETWORKS; FEATURE EXTRACTION TECHNIQUES; FEED-FORWARD BACK-PROPAGATION NEURAL NETWORKS; HANDWRITING RECOGNITION; HANDWRITTEN DOCUMENT; HUMAN COMPUTER INTERFACES; OFFLINE HANDWRITING RECOGNITION; STATISTICAL FEATURES;

AUTOMATION; FEATURE EXTRACTION; NEURAL NETWORKS; PATTERN RECOGNITION; TORSIONAL STRESS;

CHARACTER RECOGNITION;

EID: 78649315479     PISSN: 18125654     EISSN: 18125662     Source Type: Journal    
DOI: 10.3923/jas.2011.86.95     Document Type: Article

References (19)

1. Ahmad, A.R., A.R. Wahap, M. Khalid and R. Yusof, 2002. A neural network based bank cheque recognition system for Malaysian cheques. Proceedings of the International Conference on ai in Engineering and Technology, June 17-18, Sabah, Malaysia, pp: 1-7.
2. Ahmad, S.M.S., A. Shakil and M.A.M. Balbed, 2008. Offline signature verification system using hidden markov model inmatlab environment. Proceedings of the 7th WSEAS International Conference on Applied Computer and Applied Computational Science, April 6-8, Hangzhou, pp: 536-540.
3. Araokar, S., 2005. Visual character recognition using artificial neural networks. Arxiv Preprint cs/0505016. http://arxiv.org/abs/cs/0505016.
4. Bengio, Y., Y. LeCun, C. Nohl, C.A.T. Burges and T. Bell, 1995. Lerec: A NN/HMM hybrid for on-line handwriting recognition. Neural Computation, 7: 1289-1303.
5. Broumandnia, A., J. Shanbehzadeh and M.R. Varnoosfaderani, 2008. Persian/arabic handwritten word recognition using M-band packet wavelet transform. Image Vision Comp., 26: 829-842.
6. Carbonnel, S. and E. Anquetil, 2003. Lexical postprocessing optimization for handwritten word recognition. Proc. 7th Int. Conf. Document Analysis Recognition, 1: 477-481.
7. Casey, R.G. and E. Lecolinent, 1996. A survey of methods and strategies in character segmentation. IEEE Trans. Pattern Anal. Mach. Intell., 18: 690-706.
8. Gorgel, P. and O. Oztas, 2007. Handwritten character recognition system using artificial neural networks. J. Elect. Electronics Eng., 7: 309-313.
9. Gunter, S. and H. Bunke, 2005. Off-line cursive handwriting recognition using multiple classifier systems-on the influence of vocabulary, ensemble and training set size. Optics Lasers Eng., 43: 437-454.
10. Huang, C. and S.N. Srihari, 2008. Word segmentation of off-line handwritten documents citeseer. Proc. SPIE, 6815: 68150E-68150E.
11. Joshi, A. and G. Nagy, 2005. Online handwriting recognition using time-order of lexical and signal co-occurrences. Proceedings of the 12th Conference International Graphonomics Society June 2005, Italy, pp: 201-205.
12. Mahadevan, U. and R.C. Nagabushnam, 1995. Gap metrics for word separation in handwritten lines. Proc. 3rd Int. Conf. Document Anal. Recognit., 1: 124-124.
13. Park, J. and V. Govindaraju, 2000. Using lexical similarity in handwritten word recognition. IEEE Comput. Soc., 2: 2290-2290.
14. Plamondon, R. and S.N. Srihari, 2000. On-line and off-line handwriting recognition: A comprehensive survey. IEEE Trans. Pattern Anal. Mach., 22: 63-84.
15. Razak, Z., N.A. Ghani, E.M. Tamil, M.Y.I. Idris and N.M. Noor et al., 2009. Off-line jawi handwriting recognition using hamming classification. Inform. Technol. J., 8: 971-981.
16. Srihari, RK., 1994. Use of lexical and syntactic techniques in recognizing handwritten text. Proceedings of the workshop on Human Language Technology, March 08-11, Association for Computational Linguistics, Morristown, USA., pp: 427-431.
17. Sharifah, M.A. and A.R. Ahmad, 2007. Hybrid online and offline Malaysian signature and malay handwriting data collection. http://metalab.uniten.edu.my/~abdrahim/pl3.pdf.
18. Sharifah, M.A., 2008. Reviews on Pre-processing Techniques for Off-line Handwriting Recognition System. MSTC., Kuala Lumpur.
19. Tay, Y.H., 2002. Offline handwriting recognition using artificial neural network and hidden markov model. Ph.D. Thesis, Universiti Teknologi Malaysia.