| Paper Abstract and Keywords |
| Presentation |
2007-03-16 14:00
An Application to Pattern Generation Based on Backward Projection of Self-Organized Feature Map
-- In the Case of Face Mark 'Emoticon' --
Takahiro Ishiguma, Hiroshi Wakuya (Saga Univ) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
A major feature of the self-organizing map (SOM) is a topology-preserving
projection between the input and competitive layers．
Based on its distinctive nature, a new method for generating patterns
through backward projection is proposed recently． In order to carry out further consideration,
two kinds of revisions are tried． One is projecting backward from same firing area,
not a point, in the competitive layer to the input layer,
and the other is producing an animation as a series of backward-projected patterns
along with a pathway between two training data． As a result of computer simulations,
both of them show good performance and it is also confirmed their effectiveness． |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
backward projection / pattern generation / self-organizing map / emoticon / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, no. 590, NC2006-209, pp. 125-129, March 2007. |
| Paper # |
NC2006-209 |
| Date of Issue |
2007-03-09 (NC) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
NC |
| Conference Date |
2007-03-14 - 2007-03-16 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tamagawa University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
General |
| Paper Information |
| Registration To |
NC |
| Conference Code |
2007-03-NC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
An Application to Pattern Generation Based on Backward Projection of Self-Organized Feature Map |
| Sub Title (in English) |
In the Case of Face Mark 'Emoticon' |
| Keyword(1) |
backward projection |
| Keyword(2) |
pattern generation |
| Keyword(3) |
self-organizing map |
| Keyword(4) |
emoticon |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(7) |
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| 1st Author's Name |
Takahiro Ishiguma |
| 1st Author's Affiliation |
Saga University (Saga Univ) |
| 2nd Author's Name |
Hiroshi Wakuya |
| 2nd Author's Affiliation |
Saga University (Saga Univ) |
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| Speaker |
Author-1 |
| Date Time |
2007-03-16 14:00:00 |
| Presentation Time |
20 minutes |
| Registration for |
NC |
| Paper # |
NC2006-209 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.590 |
| Page |
pp.125-129 |
| #Pages |
5 |
| Date of Issue |
2007-03-09 (NC) |