A Novel Bimodal Emotion Database from Physiological Signals and Facial Expression

Jingjie YAN  Bei WANG  Ruiyu LIANG  

Publication
IEICE TRANSACTIONS on Information and Systems   Vol.E101-D   No.7   pp.1976-1979
Publication Date: 2018/07/01
Online ISSN: 1745-1361
DOI: 10.1587/transinf.2017EDL8264
Type of Manuscript: LETTER
Category: Multimedia Pattern Processing
Keyword: 
bimodal emotion database,  physiological signals,  facial expression,  PSFE,  

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Summary: 
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.