Title :
Detection and expression classification systems for face images (FADECS)
Author :
Stathopoulou, I.-O. ; Tsihrintzis, G.A.
Author_Institution :
Dept. of Inf., Piraeus Univ., Greece
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.
Keywords :
face recognition; human computer interaction; image classification; multimedia systems; neural nets; object detection; face images detection and expression classification systems; human-computer interaction systems; multimedia interactive services systems; neural network-based classifiers; neural network-based image processing system; Artificial neural networks; Face detection; Face recognition; Humans; Image processing; Informatics; Instruments; Multimedia systems; Neural networks; Psychology;
Conference_Titel :
Signal Processing Systems Design and Implementation, 2005. IEEE Workshop on
Print_ISBN :
0-7803-9333-3
DOI :
10.1109/SIPS.2005.1579892