DocumentCode :
1445551
Title :
A vision-based technique for objective assessment of burn scars
Author :
Tsap, Leonid V. ; Goldgof, Dmitry B. ; Sarkar, Sudeep ; Powers, Pauline S.
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of South Florida, Tampa, FL, USA
Volume :
17
Issue :
4
fYear :
1998
Firstpage :
620
Lastpage :
633
Abstract :
In this paper a method for the objective assessment of burn scars is proposed. The quantitative measures developed in this research provide an objective way to calculate elastic properties of burn scars relative to the surrounding areas. The approach combines range data and the mechanics and motion dynamics of human tissues. Active contours are employed to locate regions of interest and to find displacements of feature points using automatically established correspondences. Changes in strain distribution over time are evaluated. Given images at two time instances and their corresponding features, the finite element method is used to synthesize strain distributions of the underlying tissues. This results in a physically based framework for motion and strain analysis. Relative elasticity of the burn scar is then recovered using iterative descent search for the best nonlinear finite element model that approximates stretching behavior of the region containing the burn scar. The results from the skin elasticity experiments illustrate the ability to objectively detect differences in elasticity between normal and abnormal tissue. These estimated differences in elasticity are correlated against the subjective judgments of physicians that are presently the practice.
Keywords :
biomechanics; computer vision; elasticity; finite element analysis; image motion analysis; medical image processing; skin; active contours; burn scars; elastic properties calculation; human tissues; iterative descent search; motion dynamics; objective assessment; relative elasticity; strain distribution changes; stretching behavior; subjective judgments; vision-based technique; Capacitive sensors; Computer science; Computer vision; Deformable models; Elasticity; Finite element methods; Humans; Motion analysis; Power engineering and energy; Skin; Algorithms; Biomechanics; Burns; Cicatrix; Elasticity; Humans; Models, Biological; Skin Physiology; Vision;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/42.730406
Filename :
730406
Link To Document :
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