| Presentation | 2006-03-16 A Study on Character Recognition Error Correction Method for Mathematical Formulae using Higher Level Information Yusuke TAKIGUCHI, Minoru OKADA, Yasuji MIYAKE, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper we propose a method for correcting character recognition errors at the higher level recognition step of the mathematical formulae recognition and understanding system. The system consists of two-level recognition steps: the low level recognition including character recognition, and the higher level recognition including layout recognition. We apply the layout information recognized in the latter step, and character recognition errors are corrected by using two sources of information. One is by some keywords such as mathematical function names, and the other is based on a cost tree and co-occurrence probabilities between symbols. Availability of the proposed method is indicated by some experimental results, and the character recognition rate raised from 79.8% to 90.2% and the formula recognition rate raised from 5.8% to 41.1% are confirmed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | mathematical formulae recognition / higher level information / character recognition error correction / cost tree / co-occurrence probability |
| Paper # | PRMU2005-248 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2006/3/9(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) | A Study on Character Recognition Error Correction Method for Mathematical Formulae using Higher Level Information |
| Sub Title (in English) | |
| Keyword(1) | mathematical formulae recognition |
| Keyword(2) | higher level information |
| Keyword(3) | character recognition error correction |
| Keyword(4) | cost tree |
| Keyword(5) | co-occurrence probability |
| 1st Author's Name | Yusuke TAKIGUCHI |
| 1st Author's Affiliation | Graduate School of Information, Production and Systems, Waseda University() |
| 2nd Author's Name | Minoru OKADA |
| 2nd Author's Affiliation | Graduate School of Information, Production and Systems, Waseda University |
| 3rd Author's Name | Yasuji MIYAKE |
| 3rd Author's Affiliation | College of Engineering, Chubu University |
| Date | 2006-03-16 |
| Paper # | PRMU2005-248 |
| Volume (vol) | vol.105 |
| Number (no) | 673 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |