Conference Proceeding

Detection and expression classification systems for face images (FADECS)

Dept. of Inf., Piraeus Univ., Greece
12/2005; DOI:10.1109/SIPS.2005.1579892 ISBN: 0-7803-9333-3 pp.353 - 358 In proceeding of: Signal Processing Systems Design and Implementation, 2005. IEEE Workshop on
Source: IEEE Xplore

ABSTRACT Towards building new, friendlier human-computer interaction systems and multimedia interactive services systems, we developed a neural network-based image processing system (called FADECS), which first determines automatically whether or not there are any faces in given images and, if so, returns the location and extent of each face. Next, FADECS uses neural network-based classifiers which allow the classification of several facial expressions from features that we develop and describe.

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Keywords

building new
 
friendlier human-computer interaction systems
 
multimedia interactive services systems
 
neural network-based classifiers
 
neural network-based image processing system