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So what we propose instead is to use, of course, the syntactic information in these parse trees, but give the machines a more semantic representation, which involves a ternary expression representation.
In this paper, aiming at learning better features specific for expression representation, we propose to construct a deep architecture, AU-inspired Deep Networks (AUDN), inspired by the psychological theory that expressions can be decomposed into multiple facial Action Units (AUs).
In recent years, an effective face descriptor called local binary patterns (LBP) [9], originally proposed for texture analysis [10], have attracted extensive interest for facial expression representation.
To make a decision about the facial expression class, the projected expression representation h te will be fed to the nearest neighbor classifier.
Gu et al. exploit Gabor feature for facial expression recognition which extends the radial encoding strategy for Gabor features based on retinotopic mapping that helps to obtain salient local features for facial expression representation [53].
According to this theory, explicit recognition of an affective state in others depends on recruitment of one's own somatic expression representation associated with such emotion [24].
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Modules are generated by clustering genes with identical expression representations.
In the article that kicked off the analog/propositional debate (Pylyshyn, 1973) the expression "propositional representation" was restricted to computational representational schemes based on predicate calculus notation.
Expression and representation form part of the content of a work of art.
My recent research has focused on the study of art, tourism, museums, and the expression and representation of identity.
The criteria identified as essential for examining the body-artifact-environmental system are distributed in projective parameters of physical adaptation, expression and representation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com