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Changes in Computer-Analyzed Facial Expressions with Age
- Source :
- Sensors, Vol 21, Iss 4858, p 4858 (2021), Sensors (Basel, Switzerland), Sensors, Volume 21, Issue 14
- Publication Year :
- 2021
- Publisher :
- MDPI AG, 2021.
-
Abstract
- Facial expressions are well known to change with age, but the quantitative properties of facial aging remain unclear. In the present study, we investigated the differences in the intensity of facial expressions between older (n = 56) and younger adults (n = 113). In laboratory experiments, the posed facial expressions of the participants were obtained based on six basic emotions and neutral facial expression stimuli, and the intensities of their faces were analyzed using a computer vision tool, OpenFace software. Our results showed that the older adults expressed strong expressions for some negative emotions and neutral faces. Furthermore, when making facial expressions, older adults used more face muscles than younger adults across the emotions. These results may help to understand the characteristics of facial expressions in aging and can provide empirical evidence for other fields regarding facial recognition.
- Subjects :
- medicine.medical_specialty
Aging
Emotion classification
Emotions
TP1-1185
Audiology
Biochemistry
Facial recognition system
Article
Analytical Chemistry
03 medical and health sciences
0302 clinical medicine
posed emotion
Facial aging
medicine
Humans
Electrical and Electronic Engineering
Instrumentation
facial expression
030304 developmental biology
Aged
0303 health sciences
Facial expression
Computers
Chemical technology
Face muscles
Atomic and Molecular Physics, and Optics
stomatognathic diseases
facial action unit
Younger adults
Psychology
Facial Recognition
030217 neurology & neurosurgery
facial aging
Subjects
Details
- Language :
- English
- ISSN :
- 14248220
- Volume :
- 21
- Issue :
- 4858
- Database :
- OpenAIRE
- Journal :
- Sensors
- Accession number :
- edsair.doi.dedup.....bcc523071bd65caf04752d23117358e4