Title :
A neural architecture to identify courtesy amount delimiters
Author :
Zanchettin, Cleber ; Cavalcanti, George D C ; Dória, Rodrigo C. ; Silva, Eduardo F A ; Rabelo, Juliano C B ; Bezerra, Byron L D
Author_Institution :
AiLeader Technol., Recife
Abstract :
This paper deals with automatic recognition of real bank checks. A new approach is proposed to read the numerical amount field from bank checks, considering the numeric value and the different delimiters that might exist in that field. The proposal combines different neural networks classifiers to perform the recognition. Experimental results have shown that this approach is robust and efficient for automatic recognition of real Brazilian bank checks.
Keywords :
bank data processing; image recognition; neural net architecture; pattern classification; bank check image recognition; courtesy amount delimiter identification; neural network classifier; Banking; Costs; Cultural differences; Graphics; Law; Legal factors; Neural networks; Proposals; Protocols; Robustness;
Conference_Titel :
Neural Networks, 2006. IJCNN '06. International Joint Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9490-9
DOI :
10.1109/IJCNN.2006.247306