| Presentation | 2021-11-06 Mental Fatigue Estimation Using Facial Images and Voice Frequency for Adaptive Online Service Taisuke Kawamata, Takako Akakura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | With the rapid spread of online services by the Corona disaster, the issue of distance education has come to be discussed. In particular, e-learning, which is mainly self-study, is prone to mental fatigue caused by loneliness and working in a digital environment. In this study, we present a system for estimating learners' fatigue by using a Web camera. This paper reports the experimental results of multimodal fatigue estimation using facial information detected from the frontal images and voice features extracted from the user's speech information obtained by the webcam. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Mental Fatigue / Face / Voice |
| Paper # | ET2021-28 |
| Date of Issue | 2021-10-30 (ET) |
| Conference Information | |
| Committee | ET |
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| Conference Date | 2021/11/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Education System for Individual Optimization, etc. |
| Chair | Kenji Watanabe(Hiroshimai Univ.) |
| Vice Chair | Yasuhiro Fujihara(Hyogo College of Medicine) |
| Secretary | Yasuhiro Fujihara(Kochi Univ.) |
| Assistant | Sho Yamamoto(Kinki Univ.) / Toru Kano(Tokyo University of Science) |
| Paper Information | |
| Registration To | Technical Committee on Educational Technology |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Mental Fatigue Estimation Using Facial Images and Voice Frequency for Adaptive Online Service |
| Sub Title (in English) | |
| Keyword(1) | Mental Fatigue |
| Keyword(2) | Face |
| Keyword(3) | Voice |
| 1st Author's Name | Taisuke Kawamata |
| 1st Author's Affiliation | Seikei University(Seikei Univ.) |
| 2nd Author's Name | Takako Akakura |
| 2nd Author's Affiliation | Tokyo University of Science(TUS) |
| Date | 2021-11-06 |
| Paper # | ET2021-28 |
| Volume (vol) | vol.121 |
| Number (no) | ET-232 |
| Page | pp.pp.37-42(ET), |
| #Pages | 6 |
| Date of Issue | 2021-10-30 (ET) |