Title :
On emotion recognition of faces and of speech using neural networks, fuzzy logic and the ASSESS system
Author :
Fellenz, W.A. ; Taylor, J.G. ; Cowie, R. ; Douglas-Cowie, E. ; Piat, F. ; Kollias, S. ; Orovas, C. ; Apolloni, B.
Author_Institution :
Dept. of Math., King´´s Coll., London, UK
Abstract :
We propose a framework for the processing of face image sequences and speech, using different dynamic techniques to extract appropriate features for emotion recognition. The features will be used by a hybrid classification procedure, employing neural network techniques and fuzzy logic, to accumulate the evidence for the presence of an emotional expression of the face and the speaker´s voice
Keywords :
face recognition; feature extraction; fuzzy logic; image sequences; learning (artificial intelligence); multilayer perceptrons; speech recognition; ASSESS system; dynamic techniques; emotion recognition; face image sequences; hybrid classification procedure; neural network techniques; speaker´s voice; Computer science; Data mining; Emotion recognition; Face recognition; Facial features; Feature extraction; Fuzzy logic; Neural networks; Speech analysis; Speech coding;
Conference_Titel :
Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on
Conference_Location :
Como
Print_ISBN :
0-7695-0619-4
DOI :
10.1109/IJCNN.2000.857880
