OCR Fonts Revisited for Camera-Based Character Recognition

LanguageEnglish
TypeProceedings of International Conferences
AuthorsSeiichi Uchida, Masakazu Iwamura, Shinichiro Omachi, Koichi Kise
TitleOCR Fonts Revisited for Camera-Based Character Recognition
JournalProc. of the 18th International Conference of Pattern Recognition (ICPR2006)
Vol.2
Pagespp.1134-1137
LocationHong Kong
ReviewedReviewed
DateAugust 2006
Research fieldsPattern recognition
DOI10.1109/ICPR.2006.891
KeyUchida2006_ICPR (id=840)

Abstract

In order to realize accurate camera-based character recognition, machine-readable class information is embedded into each character image. Specifically, each character image is printed with a pattern which comprises five stripes and the cross ratio derived from the pattern represents class information. Since the cross ratio is a projective invariant, the class information is extracted correctly regardless of camera angle. The results of simulation experiments showed that recognition rates over 99% were obtained by the extracted cross ratio under heavy projective distortions.

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