Abstract

http://ssrn.com/abstract=499985
 
 

Citations



 


 



Feedback Based Architecture for Reading Check Courtesy Amounts


Rafael Palacios


Pontifical University Comillas of Madrid

Amar Gupta


Pace University - The Seidenberg School of Computer Science and Information Systems

Patrick S.P. Wang


Northeastern University - College of Computer and Information Science

January 2003

MIT Sloan Working Paper No. 4364-02; Eller College Working Paper No. 1014-05

Abstract:     
In recent years, a number of large-scale applications continue to rely heavily on the use of paper as the dominant medium, either on intra-organization basis or on inter-organization basis, including paper intensive applications in the check processing application. In many countries, the value of each check is read by human eyes before the check is physically transported, in stages, from the point it was presented to the location of the branch of the bank which issued the blank check to the concerned account holder. Such process of manual reading of each check involves significant time and cost. In this research, a new approach is introduced to read the numerical amount field on the check; also known as the courtesy amount field. In the case of check processing, the segmentation of unconstrained strings into individual digits is a challenging task because one needs to accommodate special cases involving: connected or overlapping digits, broken digits, and digits physically connected to a piece of stroke that belongs to a neighboring digit. The system described in this paper involves three stages: segmentation, normalization, and the recognition of each character using a neural network classifier, with results better than many other methods in the literarature.

Keywords: Character recognition, bank check recognition, segmentation, courtesy amount, scanning, preprocessing, accuracy rate, post processing, feedback, architecture

working papers series


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Date posted: February 7, 2004  

Suggested Citation

Palacios, Rafael and Gupta, Amar and Wang, Patrick S.P., Feedback Based Architecture for Reading Check Courtesy Amounts (January 2003). MIT Sloan Working Paper No. 4364-02; Eller College Working Paper No. 1014-05. Available at SSRN: http://ssrn.com/abstract=499985

Contact Information

Rafael Palacios (Contact Author)
Pontifical University Comillas of Madrid ( email )
Alberto Aguilera 21
Madrid, Madrid 28015
Spain
Amar Gupta
Pace University - The Seidenberg School of Computer Science and Information Systems ( email )
163 William Street
New York, NY 10038
United States
Patrick S.P. Wang
Northeastern University - College of Computer and Information Science ( email )
360 Huntington Avenue
Boston, MA 02115
United States
617-373-3711 (Phone)
617-373-5121 (Fax)
HOME PAGE: http://www.ccs.neu.edu/home/pwang
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