DocumentCode :
2479396
Title :
Finite element modeling of facial deformation in videos for computing strain pattern
Author :
Manohar, Vasant ; Shreve, Matthew ; Goldgof, Dmitry ; Sarkar, Sudeep
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of South Florida, Tampa, FL
fYear :
2008
fDate :
8-11 Dec. 2008
Firstpage :
1
Lastpage :
4
Abstract :
We present a finite element modeling based approach to compute strain patterns caused by facial deformation during expressions in videos. A sparse motion field computed through a robust optical flow method drives the FE model. While the geometry of the model is generic, the material constants associated with an individualpsilas facial skin are learned at a coarse level sufficient for accurate strain map computation. Experimental results using the computational strategy presented in this paper emphasize the uniqueness and stability of strain maps across adverse data conditions (shadow lighting and face camouflage) making it a promising feature for image analysis tasks that can benefit from such auxiliary information.
Keywords :
face recognition; finite element analysis; image sequences; video signal processing; facial deformation; finite element modeling; image analysis; robust optical flow method; sparse motion field; strain map computation; strain pattern; Capacitive sensors; Computational geometry; Deformable models; Finite element methods; Geometrical optics; Image motion analysis; Optical computing; Robustness; Solid modeling; Videos;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 2008. ICPR 2008. 19th International Conference on
Conference_Location :
Tampa, FL
ISSN :
1051-4651
Print_ISBN :
978-1-4244-2174-9
Electronic_ISBN :
1051-4651
Type :
conf
DOI :
10.1109/ICPR.2008.4761314
Filename :
4761314
Link To Document :
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