Abstract
In this paper, a novel bank check filled-in-items extraction method based on support vector machines (SVM) is proposed. After preprocessing, the bank logos are cropped and recognized by SVMs. Then the bank type characters, in Chinese are cropped and classified with another SVM. After check type is recognized, real check is registered to the corresponding standard blank check. Finally the filled-in items in real check are extracted. The experimental results demonstrate the presented method is effective.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Suen, C.Y., Lam, L., Cheriet, M., Saïd, J.N., Fan, R.: Bank Check Processing System. Int. J. Imaging Systems and Technology 7, 392–403 (1996)
Suen, C.Y., Xu, Q., Lam, L.: Automatic Recognition of Handwritten Data on Checks - Fact or fiction? Pattern Recognition Letters 20, 1287–1295 (1999)
Lee, L., Lizarraga, M., Gomes, N., Koerich, A.: A Prototype for Brazilian Bank-check Recognition. International Journal of Pattern Recognition and Artificial Intelligence 11, 549–570 (1997)
Ye, X., Cheriet, M., Suen, C.Y., Liu, K.: Extraction of Bank-check Items by Mathematical Morphology. International Journal on Document Analysis and Recognition 2, 53–66 (1999)
Yu, M., Kwok, P., Leung, C.H., Tse, K.W.: Segmentation and Recognition of Chinese Bank Check Amounts. International Journal of Document Analysis and Recognition, 207–217 (2001)
Li, S., Shen, Q., Sun, J.: Skew Detection using Wavelet Decomposition and Projection Profiles Analysis. Pattern Recognition Letters (2006), doi:10.1016/j.patrec, 10.002
Gonzalez, R.C., Woods, R.E.: Digital Image Processing, 2nd edn. Addison-Wesley Longman, Amsterdam (2002)
Cristianini, N., Shawe-Taylor, J.: An Introduction to Support Vector Machines and Other Kernel-based Learning Methods. Cambridge University Press, Cambridge (2000)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer Berlin Heidelberg
About this paper
Cite this paper
Huang, L., Li, S., Li, L. (2007). Extraction of Filled-In Items from Chinese Bank Check Using Support Vector Machines. In: Liu, D., Fei, S., Hou, Z., Zhang, H., Sun, C. (eds) Advances in Neural Networks – ISNN 2007. ISNN 2007. Lecture Notes in Computer Science, vol 4493. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72395-0_52
Download citation
DOI: https://doi.org/10.1007/978-3-540-72395-0_52
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-72394-3
Online ISBN: 978-3-540-72395-0
eBook Packages: Computer ScienceComputer Science (R0)