| Presentation | 2014-03-19 A Study on Simplification of Emotion Analysis by Hemodynamism and EEG Masahiro SHIMIZU, Yohei ROKKASHO, Masahiro Nakagawa, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Emotion has been focused as a novel value towards to accomplish a sort of multi kinds and small quantity production approach in the industrial society. As to the Emotion analysis based on the brain functions, the method by means of the optical topography and the method with some characteristics to reflect frequency property and fractal dimensions have been studied. However, the practical computational costs and psychological as well as physical burden can be mentioned as an issue. In this study, we shall propose an integrated approach with the wearable apparatus and properly selected number of channels as a mean to reduce the burden on the subject and discussed reduction of the feature value using i-EFAM(integrated Emotion Fractal-dimension Analysis Method). The present resultelucidates that the recognition rate is attained up to 60% in Rest-Intensive and was about 50% in Anger-Joy. In addition any decrease is not found in the recognition rate, it is considered that possibility analysis using small number of moment order. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Emotion / EEG / Hemodynamism / Fractal dimension |
| Paper # | HIP2013-95 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2014/3/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Human Information Processing (HIP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Simplification of Emotion Analysis by Hemodynamism and EEG |
| Sub Title (in English) | |
| Keyword(1) | Emotion |
| Keyword(2) | EEG |
| Keyword(3) | Hemodynamism |
| Keyword(4) | Fractal dimension |
| 1st Author's Name | Masahiro SHIMIZU |
| 1st Author's Affiliation | () |
| 2nd Author's Name | Yohei ROKKASHO |
| 2nd Author's Affiliation | |
| 3rd Author's Name | Masahiro Nakagawa |
| 3rd Author's Affiliation | |
| Date | 2014-03-19 |
| Paper # | HIP2013-95 |
| Volume (vol) | vol.113 |
| Number (no) | 501 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |