| Presentation | 2015-02-19 Extraction of Dot Matrix Text for Factory Automation OCR Koshi SUZUKI, Wataru OHYAMA, Tetsushi WAKABAYASHI, Fumitaka KIMURA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this study, we propose a method extracts dot matrix text used for showing expiration date and manufacturing symbol. The problems of dot matrix text extraction are deformation and rotation by curved surface printing, the difference of the dot arrangement and size of each product and unnecessary characters that are not subject of extraction on the product. In this paper, as a part of the dot matrix text recognition and extraction process, we propose a method for extraction of candidate region of dot matrix text by selecting extracted FAST points using dot characteristics and by clustering of brightness of candidate points. We evaluated performance of the proposed method by experiment with 250 product images. The result shows that recall and precision of text extraction are 94.4% and 40.1%, respectively. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | dot matrix character / text extraction / FAST points |
| Paper # | PRMU2014-129,CNR2014-44 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2015/2/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Extraction of Dot Matrix Text for Factory Automation OCR |
| Sub Title (in English) | |
| Keyword(1) | dot matrix character |
| Keyword(2) | text extraction |
| Keyword(3) | FAST points |
| 1st Author's Name | Koshi SUZUKI |
| 1st Author's Affiliation | Graduate School of Engineering, Mie University() |
| 2nd Author's Name | Wataru OHYAMA |
| 2nd Author's Affiliation | Graduate School of Engineering, Mie University |
| 3rd Author's Name | Tetsushi WAKABAYASHI |
| 3rd Author's Affiliation | Graduate School of Engineering, Mie University |
| 4th Author's Name | Fumitaka KIMURA |
| 4th Author's Affiliation | Graduate School of Engineering, Mie University |
| Date | 2015-02-19 |
| Paper # | PRMU2014-129,CNR2014-44 |
| Volume (vol) | vol.114 |
| Number (no) | 454 |
| Page | pp.pp.- |
| #Pages | 2 |
| Date of Issue | |