Detail of Publication
| Text Language | English |
|---|---|
| Authors | Sabine Barrat, Geoffrey Alary, Masakazu Iwamura, Koichi Kise, Seiichi Uchida, Shinichiro Omachi |
| Title | Is quantity better than quality? — A study case on a simple classifier applied to digit character recognition — |
| Journal | Technical Report of IEICE |
| Presentation number | PRMU2010-65 |
| Reviewed or not | Not reviewed |
| Month & Year | September 2010 |
| Abstract | 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. |
- Following file is available.
- Entry for BibTeX
@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} }