Title :
Facial expression morphing and animation with local warping methods
Author :
Lin, Daw-Tung ; Huang, Han
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Chung Hua Univ., Hsin-chu, Taiwan
Abstract :
In this paper, we applied local warping techniques to construct a framework of image-based morphing for facial expression animation with low complexity. From the experience we obtained in various spatial transformations, the local warping methods are more adequate for facial expression morphing. We utilized two transformations that can deal with local deformations: the piecewise polynomial transformation and radial basis function transformation. The simulation results are satisfactory. The facial warping techniques could be applied to various applications, such as face recognition, authentication, dynamic imagery, speech (action) semantic animation, multimedia and virtual reality construction, low-bandwidth videoconferencing, image transmission, and intelligent man-machine interface
Keywords :
computational complexity; computer animation; face recognition; image morphing; piecewise polynomial techniques; radial basis function networks; authentication; complexity; dynamic imagery; face recognition; facial expression animation; facial expression morphing; image transmission; image-based morphing; intelligent man-machine interface; local warping methods; low-bandwidth videoconferencing; multimedia; piecewise polynomial transformation; radial basis function; simulation; spatial transformations; speech semantic animation; virtual reality; Application software; Authentication; Computer science; Face recognition; Facial animation; Humans; Image communication; Image registration; Polynomials; Speech;
Conference_Titel :
Image Analysis and Processing, 1999. Proceedings. International Conference on
Conference_Location :
Venice
Print_ISBN :
0-7695-0040-4
DOI :
10.1109/ICIAP.1999.797661