Original paper

Facial action unit recognition with sparse representation

Published: Mar 1, 2011
Abstract
This paper presents a novel framework for recognition of facial action unit (AU) combinations by viewing the classification as a sparse representation problem. Based on this framework, we represent a facial image exhibiting the combination of AUs as a sparse linear combination of basis constituting an overcomplete dictionary. We build an overcomplete dictionary whose main elements are mean Gabor features of AU combinations under examination. The...
Paper Details
Title
Facial action unit recognition with sparse representation
Published Date
Mar 1, 2011
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