Estimation of human emotion by visible and invisible feature of facial image
| Project/Area Number |
23500208
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Perception information processing/Intelligent robotics
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| Research Institution | Japan Advanced Institute of Science and Technology |
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Principal Investigator |
KOTANI Kazunori 北陸先端科学技術大学院大学, 情報科学研究科, 准教授 (20225452)
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| Project Period (FY) |
2011 – 2013
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| Project Status |
Completed (Fiscal Year 2013)
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| Budget Amount *help |
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2011: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
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| Keywords | 感情推定 / 顔表情 / 顔温度画像 / サーモグラフィ / 顔画像 / 顔皮膚温度 / 顔表情認識 / 顔画像解析 / 表情認識 |
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| Research Abstract |
This research estimates human emotions by using facial expression (visible information) and a facial temperature picture (invisible information). For this goal, we created the database of facial expression image and corresponding facial temperature image in the basic human emotion classes. Then, we have developed an estimation of human emotion method which takes facial image, facial temperature image and combined both of them. As a result of evaluating the characteristics of our method, the accuracy of estimation is about 70% when only either was used. Furthermore, the accuracy improved about ten point by combining a both of them. By the consideration of experimental results, our approach is able to obtain the new possibility of estimation for feeling intensity and complicated feeling classes of human emotion.
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Report
(4 results)
Research Products
(9 results)
