| Presentation | 2007-12-14 Relationship Between Errors of Supplementary Information and Misrecognition Rates Yoshio FURUYA, Masakazu IWAMURA, Koichi KISE, Shinichiro OMACHI, Seiichi UCHIDA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Pattern recognition with supplementary information is a new pattern recognition framework that determines an output class by combining a classifier's output and supplementary information suggesting the true class. Under the condition that supplementary information does not contain error, we have proposed a theory that reduces misrecognition rates. However, in the real world, we cannot observe any measure without error. Thus, in this paper, we discuss how to reduce misrecognition rates using the erroneous supplementary information, and show the possibility to reduce misrecognition rates experimentally. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | supplementary information / confusion matrix / Bayesian decision boundary / Mahalanobis distace / observation error |
| Paper # | PRMU2007-152 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2007/12/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | Relationship Between Errors of Supplementary Information and Misrecognition Rates |
| Sub Title (in English) | |
| Keyword(1) | supplementary information |
| Keyword(2) | confusion matrix |
| Keyword(3) | Bayesian decision boundary |
| Keyword(4) | Mahalanobis distace |
| Keyword(5) | observation error |
| 1st Author's Name | Yoshio FURUYA |
| 1st Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University() |
| 2nd Author's Name | Masakazu IWAMURA |
| 2nd Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University |
| 3rd Author's Name | Koichi KISE |
| 3rd Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University |
| 4th Author's Name | Shinichiro OMACHI |
| 4th Author's Affiliation | Graduate School of Engineering, Tohoku University |
| 5th Author's Name | Seiichi UCHIDA |
| 5th Author's Affiliation | Faculty of Information Science and Electrical Engineering, Kyushu University |
| Date | 2007-12-14 |
| Paper # | PRMU2007-152 |
| Volume (vol) | vol.107 |
| Number (no) | 384 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |