The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
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The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
Dans cet article, nous établissons une nouvelle base de données bimodale d’émotions à partir de signaux physiologiques et d’expressions faciales, appelée PSFE. Les signaux physiologiques et les expressions faciales de la base de données PSFE sont entre-temps enregistrés respectivement par les équipements du BIOPAC MP 150 et du Kinect pour Windows. La base de données PSFE enregistre au total 32 sujets dont 11 femmes et 21 hommes, et leur répartition par âge est de 20 à 25 ans. De plus, la base de données PSFE enregistre trois classes d'émotions de base contenant le calme, le bonheur et la tristesse, qui correspondent respectivement aux émotions neutres, positives. et un état émotionnel négatif. Le numéro d'échantillon général de la base de données PSFE est de 288 et chaque classe d'émotion contient 96 échantillons.
Jingjie YAN
Nanjing University of Posts and Telecommunications
Bei WANG
Southeast University
Ruiyu LIANG
Nanjing Institute of Technology
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Jingjie YAN, Bei WANG, Ruiyu LIANG, "A Novel Bimodal Emotion Database from Physiological Signals and Facial Expression" in IEICE TRANSACTIONS on Information,
vol. E101-D, no. 7, pp. 1976-1979, July 2018, doi: 10.1587/transinf.2017EDL8264.
Abstract: In this paper, we establish a novel bimodal emotion database from physiological signals and facial expression, which is named as PSFE. The physiological signals and facial expression of the PSFE database are respectively recorded by the equipment of the BIOPAC MP 150 and the Kinect for Windows in the meantime. The PSFE database altogether records 32 subjects which include 11 women and 21 man, and their age distribution is from 20 to 25. Moreover, the PSFE database records three basic emotion classes containing calmness, happiness and sadness, which respectively correspond to the neutral, positive and negative emotion state. The general sample number of the PSFE database is 288 and each emotion class contains 96 samples.
URL: https://global.ieice.org/en_transactions/information/10.1587/transinf.2017EDL8264/_p
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@ARTICLE{e101-d_7_1976,
author={Jingjie YAN, Bei WANG, Ruiyu LIANG, },
journal={IEICE TRANSACTIONS on Information},
title={A Novel Bimodal Emotion Database from Physiological Signals and Facial Expression},
year={2018},
volume={E101-D},
number={7},
pages={1976-1979},
abstract={In this paper, we establish a novel bimodal emotion database from physiological signals and facial expression, which is named as PSFE. The physiological signals and facial expression of the PSFE database are respectively recorded by the equipment of the BIOPAC MP 150 and the Kinect for Windows in the meantime. The PSFE database altogether records 32 subjects which include 11 women and 21 man, and their age distribution is from 20 to 25. Moreover, the PSFE database records three basic emotion classes containing calmness, happiness and sadness, which respectively correspond to the neutral, positive and negative emotion state. The general sample number of the PSFE database is 288 and each emotion class contains 96 samples.},
keywords={},
doi={10.1587/transinf.2017EDL8264},
ISSN={1745-1361},
month={July},}
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TY - JOUR
TI - A Novel Bimodal Emotion Database from Physiological Signals and Facial Expression
T2 - IEICE TRANSACTIONS on Information
SP - 1976
EP - 1979
AU - Jingjie YAN
AU - Bei WANG
AU - Ruiyu LIANG
PY - 2018
DO - 10.1587/transinf.2017EDL8264
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E101-D
IS - 7
JA - IEICE TRANSACTIONS on Information
Y1 - July 2018
AB - In this paper, we establish a novel bimodal emotion database from physiological signals and facial expression, which is named as PSFE. The physiological signals and facial expression of the PSFE database are respectively recorded by the equipment of the BIOPAC MP 150 and the Kinect for Windows in the meantime. The PSFE database altogether records 32 subjects which include 11 women and 21 man, and their age distribution is from 20 to 25. Moreover, the PSFE database records three basic emotion classes containing calmness, happiness and sadness, which respectively correspond to the neutral, positive and negative emotion state. The general sample number of the PSFE database is 288 and each emotion class contains 96 samples.
ER -