학술논문

Detection and expression classification systems for face images (FADECS)
Document Type
Conference
Source
IEEE Workshop on Signal Processing Systems Design and Implementation, 2005. Signal Processing Systems Signal Processing Systems Design and Implementation, 2005. IEEE Workshop on. :353-358 2005
Subject
Signal Processing and Analysis
Computing and Processing
Communication, Networking and Broadcast Technologies
Face detection
Neural networks
Psychology
Humans
Multimedia systems
Face recognition
Artificial neural networks
Informatics
Image processing
Instruments
Language
ISSN
2162-3562
2162-3570
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.