Presentation | 2019-03-14 Estimation of Video Viewers' Emotion by SRC using Bio-signals and Facial Feature Points Yui Tagami, 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) | Aiming for making more accurate content recommendation system, we estimate video viewers’ emotion based on questionnaire responses by using bio-signals and facial feature points. We divide temporal data corresponding to questionnaire answered by subjects into test data and dictionary, then estimate each questionnaire responses by using SRC (Sparse Representation-based Classification) against each class. As a result, we get accurate estimation in all questionnaire responses. The result suggests the possibility of estimation of video viewers’ emotion by using SRC applied for bio-signals and facial feature points. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Bio-signals / Facial Feature Points / Emotion Estimation / SRC |
Paper # | CQ2018-95 |
Date of Issue | 2019-03-07 (CQ) |
Conference Information | |
Committee | IMQ / IE / MVE / CQ |
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Conference Date | 2019/3/14(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Kagoshima University |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | media of five senses, multimedia, media experience, picture codinge, image media quality, network,quality and reliability, etc |
Chair | Kenji Sugiyama(Seikei Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Kenji Mase(Nagoya Univ.) / Takanori Hayashi(Hiroshima Inst. of Tech.) |
Vice Chair | Toshiya Nakaguchi(Chiba Univ.) / Mitsuru Maeda(Canon) / Hideaki Kimata(NTT) / Kazuya Kodama(NII) / Masayuki Ihara(NTT) / Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) |
Secretary | Toshiya Nakaguchi(Nagoya Univ.) / Mitsuru Maeda(Sony) / Hideaki Kimata(KDDI Research) / Kazuya Kodama(Nagoya Univ.) / Masayuki Ihara(NTT) / Hideyuki Shimonishi(Kyushu Univ.) / Jun Okamoto(Nagoya Univ.) |
Assistant | Masaru Tsuchida(NTT) / Gosuke Ohashi(Shizuoka Univ.) / Kazuya Hayase(NTT) / Yasutaka Matsuo(NHK) / Satoshi Nishiguchi(Oosaka Inst. of Tech.) / Masanori Yokoyama(*) / Chikara Sasaki(KDDI Research) / Yoshiaki Nishikawa(NEC) / Ryo Yamamoto(UEC) |
Paper Information | |
Registration To | Technical Committee on Image Media Quality / Technical Committee on Image Engineering / Technical Committee on Media Experience and Virtual Environment / Technical Committee on Communication Quality |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Estimation of Video Viewers' Emotion by SRC using Bio-signals and Facial Feature Points |
Sub Title (in English) | |
Keyword(1) | Bio-signals |
Keyword(2) | Facial Feature Points |
Keyword(3) | Emotion Estimation |
Keyword(4) | SRC |
1st Author's Name | Yui Tagami |
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 Reserch Laboratories(NHK STRL) |
Date | 2019-03-14 |
Paper # | CQ2018-95 |
Volume (vol) | vol.118 |
Number (no) | CQ-503 |
Page | pp.pp.19-24(CQ), |
#Pages | 6 |
Date of Issue | 2019-03-07 (CQ) |