DocumentCode
3590754
Title
Facial expression synthesis by radial basis function network and image warping
Author
Leung, Mary Y Y ; Hui, Hung Yen ; King, Irwin
Author_Institution
Dept. of Comput. Sci. & Eng., Chinese Univ. of Hong Kong, Shatin, Hong Kong
Volume
3
fYear
1996
Firstpage
1400
Abstract
This paper presents a novel approach in synthesizing various facial expressions by image warping, using spatial displacement of facial landmark point generated by radial basis function (RBF) networks. We trained two RBF networks from test images to obtain these spatial displacement. One RBF network can be used to generate different degrees of expressions, while the other can be used to obtain mixed facial expressions. We discuss the method used and demonstrate the results
Keywords
computer vision; face recognition; feedforward neural nets; image recognition; interpolation; computer vision; human facial expressions; image warping; interpolation; radial basis function network; spatial displacement; Computer interfaces; Face recognition; Facial animation; Facial muscles; Humans; Image generation; Network synthesis; Neural networks; Radial basis function networks; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1996., IEEE International Conference on
Print_ISBN
0-7803-3210-5
Type
conf
DOI
10.1109/ICNN.1996.549104
Filename
549104
Link To Document