Title :
Extraction and restoration of digits touching or overlapping lines
Author :
Chung, Youngtae ; Lee, Kwanyong ; Paik, Jonghyun ; Lee, Yillbyung
Author_Institution :
Dept. of Comput. Sci., Yonsei Univ., Seoul, South Korea
Abstract :
There are many cases that characters written in a form document touch or overlap surrounding lines. In the case of slips, the special table-form documents, digits are written in specified regions and they are often contact with lines of the regions. This problem interferes with digit extraction and therefore drops system performance. This paper proposes a new method that correctly extracts and properly restores digits touching or overlapping lines. The new method extracts pre-digits from input data and divides each of them into a digit-component and a line-component. And then, it decomposes a line-component into type A restoration parts, type B restoration parts, non-restoration parts, and candidate generation parts. Finally it restores each part with different methods
Keywords :
character recognition; edge detection; feature extraction; image restoration; character recognition; digit extraction; feature extraction; image restoration; line-component decomposition; overlapping lines; table-form documents; Character recognition; Computer science; Credit cards; Data mining; Density estimation robust algorithm; Feedback; Image restoration; Marketing and sales; Optical character recognition software; System performance;
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-8186-7282-X
DOI :
10.1109/ICPR.1996.546813