DocumentCode :
3079423
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
fYear :
2005
fDate :
2-4 Nov. 2005
Firstpage :
353
Lastpage :
358
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;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Systems Design and Implementation, 2005. IEEE Workshop on
ISSN :
1520-6130
Print_ISBN :
0-7803-9333-3
Type :
conf
DOI :
10.1109/SIPS.2005.1579892
Filename :
1579892
Link To Document :
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