| Paper Abstract and Keywords |
| Presentation |
2014-02-17 09:20
A Note on Image Classification Using EEG Features during Watching Images (2)
-- Verification of Using EEG Features Extracted from Single-Trial EEG for Classification --
Takuya Kawakami, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this paper, we verify the effectiveness of using single-trial EEG for image classification. Generally, the response of EEG to auditory and visual stimuli is recorded over multiple trials. Then Brain Machine Interface (BMI) is realized by using extracted event related potentials. However, in order to relieve subjects of their burden in BMI and realize the application of these systems, it is necessary to consider using single-trial EEG. Therefore, in this paper, we apply an image classification method using EEG features to single-trial EEG, and verify the effectiveness of using EEG features extracted from single-trial EEG. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
image classification / EEG / single-trial / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 38, no. 7, ME2014-1, pp. 199-204, Feb. 2014. |
| Paper # |
ME2014-1 |
| Date of Issue |
2014-02-10 (HI, ME, AIT) |
| ISSN |
Print edition: ISSN 1342-6893 |
| Download PDF |
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| Conference Information |
| Committee |
IEICE-ITS IEICE-IE AIT HI ME |
| Conference Date |
2014-02-17 - 2014-02-18 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
ITS Image Processing, etc. |
| Paper Information |
| Registration To |
ME |
| Conference Code |
2014-02-ITS-IE-AIT-HI-ME |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Note on Image Classification Using EEG Features during Watching Images (2) |
| Sub Title (in English) |
Verification of Using EEG Features Extracted from Single-Trial EEG for Classification |
| Keyword(1) |
image classification |
| Keyword(2) |
EEG |
| Keyword(3) |
single-trial |
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| 1st Author's Name |
Takuya Kawakami |
| 1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name |
Takahiro Ogawa |
| 2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 3rd Author's Name |
Miki Haseyama |
| 3rd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2014-02-17 09:20:00 |
| Presentation Time |
15 minutes |
| Registration for |
ME |
| Paper # |
HI2014-1, ME2014-1, AIT2014-1 |
| Volume (vol) |
vol.38 |
| Number (no) |
no.7 |
| Page |
pp.199-204 |
| #Pages |
6 |
| Date of Issue |
2014-02-10 (HI, ME, AIT) |
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