| Paper Abstract and Keywords |
| Presentation |
2007-01-18 16:45
The Method to Describe Image by Low Dimension using the Center of Clusters on Self-Organizing Map
Ichiro Sudo, Tomomi Yuno, Masatoshi Yokokawa, Kenji Kudo, Masatoshi Sekine (TUAT) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We proposes the method of expressing the low level of the image that uses clustering by Self Organization Map (SOM) and GSO. The SOM automatically and approximately expresses the feature space of inputimages, when SOM learn face images, it is gotten from the data base or the camera. The reference vectors in the cluster on the SOM represents features of a face. These vectors are made an orthogonalization, the basis of the partial space are obtained. The low level expression of the image becomes possible by the base. Finally, we proposed detection and the recognition technique of the face from the dynamic scene that applied this technique to the preprocessing that consisted of the wavelet conversion and template matching. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
image recognition / Self-Organizing Map / template matching / FPGA / Clustering / wavelet transform / hardware and software complex / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, no. 469, PRMU2006-193, pp. 61-66, Jan. 2007. |
| Paper # |
PRMU2006-193 |
| Date of Issue |
2007-01-11 (PRMU) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
PRMU |
| Conference Date |
2007-01-18 - 2007-01-19 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
PRMU |
| Conference Code |
2007-01-PRMU |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
The Method to Describe Image by Low Dimension using the Center of Clusters on Self-Organizing Map |
| Sub Title (in English) |
|
| Keyword(1) |
image recognition |
| Keyword(2) |
Self-Organizing Map |
| Keyword(3) |
template matching |
| Keyword(4) |
FPGA |
| Keyword(5) |
Clustering |
| Keyword(6) |
wavelet transform |
| Keyword(7) |
hardware and software complex |
| Keyword(8) |
|
| 1st Author's Name |
Ichiro Sudo |
| 1st Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
| 2nd Author's Name |
Tomomi Yuno |
| 2nd Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
| 3rd Author's Name |
Masatoshi Yokokawa |
| 3rd Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
| 4th Author's Name |
Kenji Kudo |
| 4th Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
| 5th Author's Name |
Masatoshi Sekine |
| 5th Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
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| Speaker |
Author-1 |
| Date Time |
2007-01-18 16:45:00 |
| Presentation Time |
30 minutes |
| Registration for |
PRMU |
| Paper # |
PRMU2006-193 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.469 |
| Page |
pp.61-66 |
| #Pages |
6 |
| Date of Issue |
2007-01-11 (PRMU) |