The automatic detection of chronic pain-related expression: requirements, challenges and a multimodal dataset

The automatic detection of chronic pain-related expression: requirements, challenges and a multimodal dataset

Pain-related emotions are a major barrier to effective self rehabilitation in chronic pain. Automated coaching systems capable of detecting these emotions are a potential solution. This paper lays the foundation for the development of such systems by making three contributions. First, through litera...

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Bibliographic Details
Main Authors: Aung, Min S.H., Kaltwang, Sebastian, Romera-Paredes, Bernardino, Martinez, Brais, Singh, Aneesha, Cella, Matteo, Valstar, Michel F., Meng, Hongying, Kemp, Andrew, Shafizadeh, Moshen, Elkins, Aaron, Kanakam, Natalie, Rothschild, Amshal de, Tyler, Nick, Watson, Paul J., Williams, Amanda C. de C., Pantic, Maja, Bianchi-Berthouze, Nadia
Format: Article
Published: Institute of Electrical and Electronics Engineers (IEEE) 2015
Subjects:
Chronic Low Back Pain
Emotion
Pain Behaviour
Body Movement
Facial Expression
Surface Electromyography
Motion Capture
Automatic Emotion Recognition
Multimodal Database
Online Access:https://eprints.nottingham.ac.uk/31308/

Internet

https://eprints.nottingham.ac.uk/31308/

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