Feature extraction of facial action units combining kernel methods and independent component analysis

The work described in this paper presents a methodology for characterizing facial action units (AUs), which represents the subtle change of facial expressions, based on Kernels Methods perform a nonlinear maping of data and looking for directions to the projections of the data in feature space thro...

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Bibliographic Details
Main Authors: Damián Alberto Álvarez, Juan Gabriel Fetecua, Álvaro Ángel Orozco, César Germán Castellanos
Format: Article
Language:English
Published: Universidad de Antioquia 2013-02-01
Series:Revista Facultad de Ingeniería Universidad de Antioquia
Subjects:
Online Access:https://revistas.udea.edu.co/index.php/ingenieria/article/view/14660