Emotion recognition by pressure-sensitive conductive clothes and applied to the watching system for aged people

Research Project

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)