Realization of 100% Recognition Rate with Supplementary Information —For Seamless Man-Machine Communication—
| Language | Japanese |
|---|---|
| Type | Proceedings of Japanese Conferences |
| Authors | Masakazu Iwamura, Seiichi Uchida, Shinichiro Omachi, Koichi Kise |
| Title | Realization of 100% Recognition Rate with Supplementary Information —For Seamless Man-Machine Communication— |
| Journal | Proceedings of MIRU 2005 |
| Pages | pp.901-908 |
| Reviewed | Not reviewed |
| Date | July 2005 |
| Research fields | Pattern recognition |
| Key | Iwamura2005_MIRU_Realization (id=362) |
Abstract
The ultimate dream in pattern recognition is to achieve a 100% recognition rate. However, it is not so easy. In this report, for achieving a 100% recognition rate with a 0% rejection rate, we propose a new framework that the discriminator receives not only a pattern itself but also supplementary information that assists recognition. We clarify the relationships among a recognition rate, a rejection rate and quantity of supplementary information. For printed characters, experiments showed that 4 bits were required in the leave-one-out (L) method and 1 bit was in the resubstitution (R) method to achieve a 100% recognition rate with a 0% rejection rate. Furthermore, compared with identification codes such as a character code, the proposed approach compresses about 1/12 in quantity of supplementary information, and about 1/9 in size of area of QR code. Thus, the proposed framework combines advantages of the conventional approach of pattern recognition and an identification code.
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}