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2014 SRE Project

A Dynamic Systems Approach to Tracking the Facial Expressions and Conscious Experience of Emotion

Mentors:
Dr. Jeff Larsen
Dr. Charles Collins

photo. We will track people's emotional reactions to bittersweet stimuli (e.g., poignant film clips) by measuring moment-to-moment changes in (a) the facial musculature, as indexed both by videographic records and electromyographic measures of the electrical activity over the muscles that produce facial microexpressions (e.g., cheek, brow) and (b) the conscious experience of emotions (i.e., "feelings"). Students' will first develop algorithms for processing and merging the videographic, electromyographic, and self-report signals, some of which will be sampled at rates as high as 1000 samples/second. Students will then use a dynamical systems approach to model the time course of people's emotional reactions to bittersweet events.

photo.
Student participants, from left: Kelly Moran, Mathematics (Biology Concentration), Clemson University; Marina Massaro, Mathematics, SUNY, Geneseo; Benjamin Roberson, Computer Science, UT-Knoxville

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Abstract of project report (PDF)

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NSF logo. NIMBioS is sponsored by the National Science Foundation through NSF Award #DBI-1300426, with additional support from The University of Tennessee, Knoxville. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
 
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