Experimental results of a vision-based burn scar assessment technique

L. Tsap, Dmitry Goldgof, S. Sarkar, Pauline S. Powers
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引用次数: 9

Abstract

Proposes a method for the objective assessment of burn scars. The quantitative measures developed in this research provide an objective way to calculate scar elasticity. 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. 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 are correlated against the subjective judgments of physicians which are presently the practice.
基于视觉的烧伤疤痕评估技术的实验结果
提出了一种烧伤疤痕的客观评价方法。本研究提出的定量方法为疤痕弹性的计算提供了一种客观的方法。该方法结合了距离数据和人体组织的力学和运动动力学。活动轮廓用于定位感兴趣的区域,并使用自动建立的对应来查找特征点的位移。然后使用迭代下降搜索来恢复烧伤疤痕的弹性,以获得最优的非线性有限元模型,该模型近似于包含烧伤疤痕的区域的拉伸行为。皮肤弹性实验的结果说明了客观检测正常和异常组织之间弹性差异的能力。这些估计的差异与医生的主观判断相关,这是目前的做法。
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