| Presentation | 2018-03-09 A Consideration on Video Viewer's Emotion Estimation based on the correlation between Nasal Skin Temperature and Heart Rate Variability Ryohei Hashimoto, Mutsumi Suganuma, Wataru Kameyama, Simon Clippingdale, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to estimate the video viewers’ emotion, we consider the effectiveness of nasal skin temperature, and estimate emotion by using it. First, we apply principal component analysis to the dataset with and without nasal skin temperature, and classify them based on the principal component score by using k-means clustering. The result shows that nasal skin temperature is effective in classifying emotions. Next, we analyze nasal skin temperature and heart rate based on the analysis of their correlation and inclination. The result shows that it can identify the scene raising some specific emotion, which suggests the possibility of emotion estimation by using nasal skin temperature. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Bio-signals / Nasal Skin Temperature / Emotion Estimation / Correlation Analysis / Linear Regression Analysis |
| Paper # | CQ2017-125 |
| Date of Issue | 2018-03-01 (CQ) |
| Conference Information | |
| Committee | CQ / MVE / IE / IMQ |
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| Conference Date | 2018/3/8(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Industry Support Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Five Senses Media, Cooking and Eating Activities Media, Multimedia, Media Experience, Video Encoding, Image Media Quality, Network Quality and Reliability, etc. (Co-sponsor: Technical Committee on Multimedia on Cooking and Eating Activities (CEA)) |
| Chair | Takanori Hayashi(Hiroshima Inst. of Tech.) / Yoshinari Kameda(Univ. of Tsukuba) / Takayuki Hamamoto(Tokyo Univ. of Science) / Kenji Sugiyama(Seikei Univ.) |
| Vice Chair | Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) / Kenji Mase(Nagoya Univ.) / Kazuya Kodama(NII) / Hideaki Kimata(NTT) / Toshiya Nakaguchi(Chiba Univ.) / Mitsuru Maeda(Canon) |
| Secretary | Hideyuki Shimonishi(NTT) / Jun Okamoto(Keio Univ.) / Kenji Mase(Kyoto Univ.) / Kazuya Kodama(NTT) / Hideaki Kimata(Kyushu Univ.) / Toshiya Nakaguchi(Nagoya Univ.) / Mitsuru Maeda(KDDI Research) |
| Assistant | Kenko Ota(Nippon Inst. of Tech.) / Norihiro Fukumoto(KDDI Research Inc.) / Ryo Yamamoto(UEC) / Takatsugu Hirayama(Nagoya Univ.) / Ryosuke Aoki(NTT) / Yasutaka Matsuo(NHK) / Kazuya Hayase(NTT) / Masaru Tsuchida(NTT) / Gosuke Ohashi(Shizuoka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality / Technical Committee on Media Experience and Virtual Environment / Technical Committee on Image Engineering / Technical Committee on Image Media Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Consideration on Video Viewer's Emotion Estimation based on the correlation between Nasal Skin Temperature and Heart Rate Variability |
| Sub Title (in English) | |
| Keyword(1) | Bio-signals |
| Keyword(2) | Nasal Skin Temperature |
| Keyword(3) | Emotion Estimation |
| Keyword(4) | Correlation Analysis |
| Keyword(5) | Linear Regression Analysis |
| 1st Author's Name | Ryohei Hashimoto |
| 1st Author's Affiliation | Waseda University(Waseda Univ.) |
| 2nd Author's Name | Mutsumi Suganuma |
| 2nd Author's Affiliation | Waseda University(Waseda Univ.) |
| 3rd Author's Name | Wataru Kameyama |
| 3rd Author's Affiliation | Waseda University(Waseda Univ.) |
| 4th Author's Name | Simon Clippingdale |
| 4th Author's Affiliation | NHK Science and Technology Research Laboratories(NHK STRL) |
| Date | 2018-03-09 |
| Paper # | CQ2017-125 |
| Volume (vol) | vol.117 |
| Number (no) | CQ-486 |
| Page | pp.pp.127-132(CQ), |
| #Pages | 6 |
| Date of Issue | 2018-03-01 (CQ) |