DocumentCode
3776487
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
fYear
2015
Firstpage
249
Lastpage
253
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"
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Applications (ISDA), 2015 15th International Conference on
Electronic_ISBN
2164-7151
Type
conf
DOI
10.1109/ISDA.2015.7489233
Filename
7489233
Link To Document