NEU-FACES: A Neural Network-Based Face Image Analysis System

Authors:
Ioanna-Ourania Stathopoulou;George A. Tsihrintzis
Affiliations:
Department of Informatics, University of Piraeus, Piraeus 185 34, Greece;Department of Informatics, University of Piraeus, Piraeus 185 34, Greece
Venue:
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Year:
2007

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Abstract

Towards building more efficient human control interactive systems, we developed a neural network-based image processing system (called NEU-FACES), 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, NEU-FACES uses neural network-based classifiers, which allow the classification of several facial expressions from features that we develop and describe. NEU-FACES is fully implemented and evaluated to assess its performance.