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