National Journal of System and Information Technology

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Image Segmentation of Handwritten Dates on Bank Cheques


     

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In this paper Author has described different issues of handwritten date segmentation task briefly along with its techniques. The paper describes a system develop to segments handwritten date information specifically written on bank checks. A system uses a newly adopted segmentation-based strategy. In order to achieve high performance in terms of efficiency and reliability, a knowledge-based module is proposed in order to segments the date. The interaction between the segmentation and recognition stages is properly established by using Segmented-Date generation and evaluation modules. The paper concludes with the current status of the effort made in segmentation of handwritten dates and future enhancement in the same direction.

Keywords

OCR, Segmentation, Pattern-based Grammar
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  • Andr´as Kornai, K.M. Mohiuddin et al., An HMM-Based Legal Amount Field OCR System for Checks, IEEE International Conference on Systems, Man and Cybernetics, Vancouver BC, Vol. 3, PP. 2800-2805, 1995.

  • C. Y. Suen, Q. Xu et al., Automatic recognition of handwritten data on cheques— fact or fiction? Pattern Recognition Letters, PP. 1287–1295, 1999.

  • G. F. Houle, D. B. Aragon et al., A multi-layered corroboration-based check reader, In Proceedings of IAPR Workshop on Document Analysis Systems, USA, PP. 495– 546, October 1996.

  • K.S. Sesh Kumar, Anoop M. Namboodiri, et al., Learning Segmentation of Documents with Complex Scripts, Vol. 4338, PP. 749-760, 2006.

  • L. Lam, Q. Xu et al., Differentiation between alphabetic and numeric data using ensembles of neural networks, In Proceedings of the 16th International Conference on Pattern Recognition, Canada, Vol. 4, PP. 40–43, August 2002.

  • M. Maragoudakis, E. Kavallieratou et al., An Effective Stochastic Estimation of Handwritten Character Segmentation Bounds

  • M. Morita, A. El Yacoubi et al., Handwritten month word recognition on Brazilian bank cheques, In Proceedings of the 6th International Conference on Document Analysis and Recognition, USA, PP. 972–976, September 2001.

  • R. Fan, L. Lam et al., Processing of date information on cheques, Progress in Handwriting Recognition, World Scientific, Singapore, PP. 473–479, 1997.


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  • Image Segmentation of Handwritten Dates on Bank Cheques

Abstract Views: 264  |  PDF Views: 2

Authors

Abstract


In this paper Author has described different issues of handwritten date segmentation task briefly along with its techniques. The paper describes a system develop to segments handwritten date information specifically written on bank checks. A system uses a newly adopted segmentation-based strategy. In order to achieve high performance in terms of efficiency and reliability, a knowledge-based module is proposed in order to segments the date. The interaction between the segmentation and recognition stages is properly established by using Segmented-Date generation and evaluation modules. The paper concludes with the current status of the effort made in segmentation of handwritten dates and future enhancement in the same direction.

Keywords


OCR, Segmentation, Pattern-based Grammar

References