DocumentCode
2480291
Title
Modeling Facial Skin Motion Properties in Video and Its Application to Matching Faces across Expressions
Author
Manohar, Vasant ; Shreve, Matthew ; Goldgof, Dmitry ; Sarkar, Sudeep
Author_Institution
Speech, Language, & Multimedia Raytheon BBN Technol., Cambridge, MA, USA
fYear
2010
fDate
23-26 Aug. 2010
Firstpage
2122
Lastpage
2125
Abstract
In this paper, we propose a method to model the material constants (Young´s modulus) of the skin in subregions of the face from the motion observed in multiple facial expressions and present its relevance to an image analysis task such as face verification. On a public database consisting of 40 subjects undergoing some set of facial motions associated with anger, disgust, fear, happy, sad, and surprise expressions, we present an expression invariant strategy to matching faces using the Young´s modulus of the skin. Results show that it is indeed possible to match faces across expressions using the material properties of their skin.
Keywords
face recognition; finite element analysis; image matching; image motion analysis; image sequences; Youngs modulus; expression invariant strategy; face matching; face verification; facial skin motion properties; image analysis task; Computational modeling; Face recognition; Feature extraction; Robustness; Skin; Young´s modulus; face recognition; facial motion analysis; finite element method; physics-based modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location
Istanbul
ISSN
1051-4651
Print_ISBN
978-1-4244-7542-1
Type
conf
DOI
10.1109/ICPR.2010.520
Filename
5595927
Link To Document