Title :
Compression of bank cheque images based on layout knowledge
Author :
Koerich, Alessandro L. ; Lee, Luan Ling
Author_Institution :
Dept. of Commun., State Univ. of Campinas, Brazil
Abstract :
In this paper a scheme for bank cheque images compression based on layout knowledge is proposed. The layout structure of the cheques is analyzed and the nonessential parts are located. These parts, viz., the background and the printed information, are eliminated from the original image. The resulting image contains some noise that are eliminated by a filtering operation. The image is enclosed to eliminate some uninformative parts. The final image has only the filled information. The digitized image can be easily reconstructed by restoring the filled information and summing it with background and printed information. The proposed compression scheme is tested by Brazilian bank cheques. Comparisons with other compression schemes, shows that the proposed scheme performs significantly better in terms of the compression efficiency, maintaining the visual quality
Keywords :
bank data processing; data compression; document image processing; image coding; optical character recognition; Brazilian bank cheques; background; bank cheque images compression; digitized image reconstruction; filtering; layout knowledge; layout structure; noise elimination; printed information; Credit cards; Image coding; Image color analysis; Image reconstruction; Image restoration; Information retrieval; Knowledge engineering; Law; Legal factors; Testing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location :
Munich
Print_ISBN :
0-8186-7919-0
DOI :
10.1109/ICASSP.1997.595469