Title :
Relationship between Facial Expression and Facial Electromyogram (f-EMG) Analysis in the Expression of Drowsiness
Author :
Aoi, Mikio ; Kamijo, Masayoshi ; Yoshida, Hiroyuki
Author_Institution :
Grad. Sch., Shinshu Univ., Nagano, Japan
Abstract :
Various approaches have been utilized in the overall study of facial expressions. And while the results of such research have been reported, little is known about the actual mechanism of how facial expressions are formed. Ishida et al. studied the facial expression of drowsiness. In their study, they discovered that contraction of the frontal is muscle raises the eyebrows when a person is sleepy. However, the correspondence between activity of the frontal is muscle and rising of the eyebrows is not very clear. This study investigated the relationship between them by using non-contact measurement systems and facial EMG. As a result, the relationship between frontal is muscle activity and displacement of rising eyebrows was found to be a linear relationship (R = 0.994). The possibility was also suggested that major changes in expression can occur through coordinated action of muscles on the opposite side.
Keywords :
biomedical measurement; electromyography; emotion recognition; face recognition; medical image processing; psychology; drowsiness expression; eyebrows; f-EMG analysis; facial electromyogram analysis; facial expression; frontalis muscle contraction; noncontact measurement system; Cameras; Electromyography; Eyebrows; Face; Humans; Muscles; Skin; f-EMG; facial expression; motion capture;
Conference_Titel :
Biometrics and Kansei Engineering (ICBAKE), 2011 International Conference on
Conference_Location :
Takamatsu, Kagawa
Print_ISBN :
978-1-4577-1356-9
Electronic_ISBN :
978-0-7695-4512-7
DOI :
10.1109/ICBAKE.2011.26