DocumentCode :
312858
Title :
Human skin and hand motion analysis from range image sequences using nonlinear FEM
Author :
Tsap, Leonid V. ; Goldgof, Dmitry B. ; Sarkar, Sudeep
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of South Florida, Tampa, FL, USA
fYear :
1997
fDate :
35597
Firstpage :
80
Lastpage :
88
Abstract :
We propose new methods for human tissue motion analysis from range image sequences using the nonlinear finite element method (FEM). The approach combines range data, mechanics of human tissues, and dynamics of their motion using nonlinear finite element models. We are able to evaluate the changes in strain distribution over time. Given images at two time instances and their corresponding features, we use FEM to synthesize intermediate images not only of the displacement fields, but also of the strains of the underlying tissues. This results in a physically-based framework for motion and strain analysis. The results from the skin elasticity experiments show promise of detecting differences in elasticity between normal and abnormal tissue. The results from the hand motion experiments indicate the level of strain that could be causing repetitive stress injury (RSI)
Keywords :
biomechanics; computer vision; ergonomics; finite element analysis; human factors; image sequences; motion estimation; skin; RSI; abnormal tissue; computer vision; displacement fields; hand motion analysis; human skin analysis; human tissue mechanics; human tissue motion analysis; nonlinear FEM; nonlinear finite element method; normal tissue; range image sequences; repetitive stress injury; skin elasticity experiments; strain analysis; strain distribution; time instances; Capacitive sensors; Elasticity; Finite element methods; Humans; Image motion analysis; Image sequences; Injuries; Motion analysis; Skin; Stress;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nonrigid and Articulated Motion Workshop, 1997. Proceedings., IEEE
Conference_Location :
San Juan
Print_ISBN :
0-8186-8040-7
Type :
conf
DOI :
10.1109/NAMW.1997.609857
Filename :
609857
Link To Document :
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