Automatic vs. Human Recognition of Pain Intensity from Facial Expression on the X-ITE Pain Database

Automatic vs. Human Recognition of Pain Intensity from Facial Expression on the X-ITE Pain Database

Prior work on automated methods demonstrated that it is possible to recognize pain intensity from frontal faces in videos, while there is an assumption that humans are very adept at this task compared to machines. In this paper, we investigate whether such an assumption is correct by comparing the r...

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Bibliographic Details
Main Authors: Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sensors
Subjects:
pain recognition
facial expression
CNN
multi task learning
random forest
Online Access:https://www.mdpi.com/1424-8220/21/9/3273

Internet

https://www.mdpi.com/1424-8220/21/9/3273

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