Title: Recognizing emotions expressed by body pose: A biologically inspired neural model
Authors: Schindler, Konrad ×
Van Gool, Luc
de Gelder, Beatrice #
Issue Date: Nov-2008
Publisher: Pergamon-elsevier science ltd
Series Title: Neural networks vol:21 issue:9 pages:1238-1246
Abstract: Research into the visual perception of human emotion has traditionally focused on the facial expression of emotions. Recently researchers have turned to the more challenging field of emotional body language, i.e. emotion expression through body pose and motion. In this work, we approach recognition of basic emotional categories from a Computational perspective. In keeping with recent Computational models of the visual cortex, we construct a biologically plausible hierarchy of neural detectors, which call discriminate seven basic emotional states from static views of associated body poses. The model is evaluated against human test subjects on a recent set of stimuli manufactured for research on emotional body language. (C) 2008 Elsevier Ltd. All rights reserved
Description: Schindler K., Van Gool L., de Gelder B., ''Recognizing emotions expressed by body pose : a biologically inspired neural model'', Neural networks, vol. 21, no. 9, pp. 1238-1246, November 2008.
ISSN: 0893-6080
Publication status: published
KU Leuven publication type: IT
Appears in Collections:ESAT - PSI, Processing Speech and Images
× corresponding author
# (joint) last author

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