Title :
The biovid heat pain database data for the advancement and systematic validation of an automated pain recognition system
Author :
Walter, Steffen ; Gruss, Sascha ; Ehleiter, Hagen ; Junwen Tan ; Traue, Harald C. ; Werner, Philipp ; Al-Hamadi, Ayoub ; Crawcour, Stephen ; Andrade, A.O. ; Moreira da Silva, Gustavo
Author_Institution :
Dept. Psychosomatic Med. & Psychotherapy, Univ. of Ulm, Ulm, Germany
Abstract :
The objective measurement of subjective, multi-dimensionally experienced pain is still a problem that has yet to be adequately solved. Though verbal methods (i.e., pain scales, questionnaires) and visual analogue scales are commonly used for measuring clinical pain, they tend to lack in reliability or validity when applied to mentally impaired individuals. Expression of pain and/or its biopotential parameters could represent a solution. While such coding systems already exist, they are either very costly and time-consuming, or have been insufficiently evaluated with regards to the theory of mental tests. Building on the experiences made to date, we collected a database using visual and biopotential signals to advance an automated pain recognition system, to determine its theoretical testing quality, and to optimize its performance. For this purpose, participants were subjected to painful heat stimuli under controlled conditions.
Keywords :
handicapped aids; medical information systems; neurophysiology; BioVid heat pain database; automated pain recognition system; biopotential parameter; biopotential signal; clinical pain; mental test; mentally impaired individual; multidimensionally experienced pain; painful heat stimuli; visual analogue scale; visual signal; Cameras; Electroencephalography; Electromyography; Emotion recognition; Heating; Pain; Skin; biopotential; facial expression; heat; pain; pain computing; quantification;
Conference_Titel :
Cybernetics (CYBCONF), 2013 IEEE International Conference on
Conference_Location :
Lausanne
DOI :
10.1109/CYBConf.2013.6617456