Title :
Facial emotions recognition based on wavelet network
Author :
Mounira Hmayda;Ridha Ejbali;Mourad Zaied
Author_Institution :
Higher Institute of Computer and Multimedia of Gabes, Erriadh City campus, 6075 Zrig, Tunisia
Abstract :
This paper presents an emotion recognition system based on Beta wavelet network using the Fast Wavelet Transform in order to improve the performance of this network. The proposed system can be summarized in two main steps: training stage and classification stage. Comparing with many algorithms which suffer from the low classification rates and the long executing time the rates given by our experimental results show the effectiveness of the FWT.
Keywords :
"Image recognition","Wavelet transforms","Classification algorithms","Training","Weight measurement","Size measurement","Encoding"
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2015 15th International Conference on
Electronic_ISBN :
2164-7151
DOI :
10.1109/ISDA.2015.7489233
