J
Jessica M. Howlett
Researcher at Queensland University of Technology
Publications - 3
Citations - 461
Jessica M. Howlett is an academic researcher from Queensland University of Technology. The author has contributed to research in topics: Facial expression & Cluster analysis. The author has an hindex of 3, co-authored 3 publications receiving 422 citations. Previous affiliations of Jessica M. Howlett include Carnegie Mellon University.
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Automatically Detecting Pain in Video Through Facial Action Units
Patrick Lucey,Jeffrey F. Cohn,Iain Matthews,Simon Lucey,Sridha Sridharan,Jessica M. Howlett,Kenneth M. Prkachin +6 more
TL;DR: In this article, an active appearance model (AAM)-based system was proposed to automatically detect the frames in video in which a patient is in pain, which can deal with these movements and can achieve significant improvements in both the AU and pain detection performance compared to the current state-of-the-art approaches which utilize similarity-normalized appearance features only.
Automatically detecting pain in video through facial action units
Patrick Lucey,Jeffrey F. Cohn,Iain Matthews,Simon Lucey,Sridha Sridharan,Jessica M. Howlett,Kenneth M. Prkachin +6 more
TL;DR: An active appearance model (AAM)-based system that can automatically detect the frames in video in which a patient is in pain is described and can achieve significant improvements in both the AU and pain detection performance compared to the current-state-of-the-art approaches which utilize similarity-normalized appearance features only.
Improving Pain Recognition Through Better Utilisation of Temporal Information.
TL;DR: The results show the importance of the temporal signal in recognizing pain, however, they do highlight some problems associated with doing this due to the randomness of a patient's facial actions.