Effect of Moving Decision Boundaries in Pattern Recognition with Supplementary Information—Experimental Examination of Using Quadratic Discriminant Function—
| Language | Japanese |
|---|---|
| Type | Proceedings of Japanese Conferences |
| Authors | Yoshio Furuya, Masakazu Iwamura, Koichi Kise, Shinichiro Omachi, Seiichi Uchida |
| Title | Effect of Moving Decision Boundaries in Pattern Recognition with Supplementary Information—Experimental Examination of Using Quadratic Discriminant Function— |
| Journal | IEICE Technical Report |
| Vol. | 106 |
| No. | PRMU-301 |
| Presentation number | PRMU2006-113 |
| Pages | pp.53-38 |
| Reviewed | Not reviewed |
| Date | October 2006 |
| Research fields | Pattern recognition |
| Key | Furuya2006_IEICEPRMU (id=959) |
Abstract
Pattern recognition with supplementary information which differs from the conventional pattern recognition has been proposed. This framework is capable of decreasing error rates by using not only a pattern itself but also its supplementary information that assists recognition. In the previous report, we confirmed a better recognition rate is achievable by the shift of the decision boundaries from the Bayesian ones in the experiment using a character data set. However, it was not the strict proof of the existence of the achievability because the Bayesian decision boundaries are estimates. In this report, to confirm the achievability in the strict sense, we make use of the artificial samples following the normal distributions. This enables us to obtain the Bayesian decision boundaries precisely.
Files
- …
Export this publication
Format definition
How to write the definition
Insert a field with braces like {authors}. A part enclosed in [ ... ] is omitted entirely when any field inside it is empty. Available fields:
{authors}{authors_and}{authors_ja}{authors_ja_tight}{authors_en}{authors_en_and}{authors_tight}{first_author}{title}{title_ja}{title_en}{journal}{journal_ja}{journal_en}{book_title}{volume}{number}{series}{presen_id}{pages}{pp}{num_pages}{year}{month}{month_en}{month_short}{ym}{date}{date_ja}{date_en}{publisher}{address}{location}{review}{review_ja}{review_en}{reviewed_mark}{presen_type}{type}{type_label}{doi}{url}{key}{awards}