DocumentCode :
2629123
Title :
Stamped character recognition method using range image
Author :
Horiuchi, T. ; Toraichi, K. ; Yamada, H. ; Yamamoto, K.
Author_Institution :
Wisdom Syst. Lab., Tsukuba Univ., Ibaraki, Japan
fYear :
1993
fDate :
20-22 Oct 1993
Firstpage :
782
Lastpage :
785
Abstract :
A new method for stamped character recognition is proposed. Conventional techniques have used a camera to observe the characters and get the image as a gray-level. However, it has been difficult to get an exact image, because gray-level noise occurs at some distortion around the characters, which makes a shadow on the characters, and also at these parts of stamped surface which are dirty or painted. The approach presented can solve these problems by using a range finder system as the observation system. The method observes the stamped characters as range image. The authors compare the characteristics of a range image to the characteristics of a gray-level image, especially about the noise, and show a noise reduction method for range images. Also, the performance is verified by an experiment
Keywords :
automatic optical inspection; distance measurement; image enhancement; noise; optical character recognition; dirty surface; distortion; gray-level noise; noise reduction method; painted surface; performance; range finder system; range image; shadow; stamped character recognition; Cameras; Character generation; Character recognition; Engineering profession; Image recognition; Noise generators; Noise reduction; Painting; Production; Shape measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Document Analysis and Recognition, 1993., Proceedings of the Second International Conference on
Conference_Location :
Tsukuba Science City
Print_ISBN :
0-8186-4960-7
Type :
conf
DOI :
10.1109/ICDAR.1993.395621
Filename :
395621
Link To Document :
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