Relationship Between Decision Boundaries and Recognition Error Rates in Pattern Recognition with Supplementary Information
| Language | Japanese |
|---|---|
| Type | Proceedings of Japanese Conferences |
| Authors | Yoshio Furuya, Masakazu Iwamura, Koichi Kise, Shinichiro Omachi, Seiichi Uchida |
| Title | Relationship Between Decision Boundaries and Recognition Error Rates in Pattern Recognition with Supplementary Information |
| Journal | Proceedings of MIRU 2006 |
| Presentation number | IS3-37 |
| Pages | pp.1231-1236 |
| Reviewed | Not reviewed |
| Date | July 2006 |
| Research fields | Pattern recognition |
| Key | Furuya2006_MIRU (id=843) |
Abstract
Pattern recognition with supplementary information which differs from the conventional pattern recognition has been proposed. This framework decreases misrecognition rates by using not only a pattern itself but also supplementary information that assists recognition. In the framework, a classifier suitable for the conventional pattern recognition has simply been used, and thus there is room for improvement in the classifier. In this research, in order to improve the recognition performance with supplementary information, we try to change the recognition results of the classifier by move of decision boundaries from the Bayesian ones. Though this reduces recognition rates in the conventional pattern recognition, this increases those in the pattern recognition with supplementary information. We have confirmed this by recognition experiments.
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}