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

2014 Fiscal Year Final Research Report

• 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
• 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

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.

Free Research Field

スマートフォンインテリジェンス