Emotion recognition by pressure-sensitive conductive clothes and applied to the watching system for aged people
| Project/Area Number |
25750260
|
|---|
| Research Category |
Grant-in-Aid for Young Scientists (B)
|
| Allocation Type | Multi-year Fund |
|---|
| Research Field |
Rehabilitation science/Welfare engineering
|
|---|
| Research Institution | Ishikawa National College of Technology |
|---|
Principal Investigator |
KOSHINO Makoto 石川工業高等専門学校, その他部局等, 准教授 (90369968)
|
|---|
| Project Period (FY) |
2013-04-01 – 2015-03-31
|
| Project Status |
Completed (Fiscal Year 2014)
|
| Budget Amount *help |
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
|
|---|
| Keywords | 感圧導電性衣服 / 情動認識 / 機械学習 / ラッセルの円環モデル / 感情認識 / 行動認識 / ライフログ / コンテキストアウェア |
|---|
| Outline of Final Research Achievements |
In this study, we tried to recognize the emotion that represents a strong emotional behavior and physiological changes in a short period of time. The body's movements as non-verbal behavior were measured by wearing a pressure-sensitive conductive clothes same as a feeling of common clothes. The emotion was recorded by the circumplex model of Russell represented on two axes of pleasure-unpleasure and arousing-sleepy. Emotion was recognized using machine learning by recording the movement and the emotion.
|
Report
(3 results)
Research Products
(4 results)
