文献の詳細
| 論文の言語 | 英語 |
|---|---|
| 著者 | Sabine Barrat, Geoffrey Alary, Masakazu Iwamura, Koichi Kise, Seiichi Uchida, Shinichiro Omachi |
| 論文名 | Is quantity better than quality? — A study case on a simple classifier applied to digit character recognition — |
| 論文誌名 | Technical Report of IEICE |
| 発表番号 | PRMU2010-65 |
| 査読の有無 | 無 |
| 年月 | 2010年9月 |
| 要約 | This paper deals with a learning method for digit character recognition. We propose to expand character image databases, by automatically generating deformations, noises and new fonts, and then to use a simple classifier based on k nearest neighbor technique. The results of first experiments show that the classifier is more robust on the resulting larger database. Moreover, performance on the MNIST digit character database is very promising. |
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- BibTeX用エントリー
@InCollection{Barrat2010, author = {Sabine Barrat and Geoffrey Alary and Masakazu Iwamura and Koichi Kise and Seiichi Uchida and Shinichiro Omachi}, title = {Is quantity better than quality? --- A study case on a simple classifier applied to digit character recognition ---}, booktitle = {Technical Report of IEICE}, year = 2010, month = sep, presenID = {PRMU2010-65} }