Presentation | 2003/11/13 Automatic Face Classification by Self-organization for Face Recognition Yohei SATO, Ikushi YODA, Katsuhiko SAKAUE, |
---|---|
PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We propose a face recognition method that can consistently identify facial features in open spaces without constraints. We firstly obtain many face images in experimental environment (4.5mx3.6m). We automatically classify the face images by self-organization, and create a discrimination circuit using only the best face images for the recognition. We showed that the recognition rate was improved by automatic classification. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Face Recognition / Automatic Classification / SOM / Self-organization |
Paper # | PRMU2003-144,HIP2003-50 |
Date of Issue |
Conference Information | |
Committee | HIP |
---|---|
Conference Date | 2003/11/13(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | |
Vice Chair | |
Secretary | |
Assistant |
Paper Information | |
Registration To | Human Information Processing (HIP) |
---|---|
Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Automatic Face Classification by Self-organization for Face Recognition |
Sub Title (in English) | |
Keyword(1) | Face Recognition |
Keyword(2) | Automatic Classification |
Keyword(3) | SOM |
Keyword(4) | Self-organization |
1st Author's Name | Yohei SATO |
1st Author's Affiliation | Graduate School of Systems & Information Engineering, University of Tsukuba() |
2nd Author's Name | Ikushi YODA |
2nd Author's Affiliation | Intelligent Systems Institute, National Institute of Advanced Industrial Science and Technology (AIST) |
3rd Author's Name | Katsuhiko SAKAUE |
3rd Author's Affiliation | Intelligent Systems Institute, National Institute of Advanced Industrial Science and Technology (AIST) |
Date | 2003/11/13 |
Paper # | PRMU2003-144,HIP2003-50 |
Volume (vol) | vol.103 |
Number (no) | 454 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |