3D characterization and localization of anatomical landmarks of the foot by FastSCAN

Xiang Liu , Wangdo Kim , Burkhard Drerup
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引用次数: 0

Abstract

Anatomical landmarks

Biomechanics

Curvature maps

The landmarks on the body surface are important to shape and motion analysis. It is much better if the landmarks are anatomical ones, which are independent of position and coordinate system. The objective of this method is to present an easy-implemented method for extracting anatomical landmarks on the cylindraceous body surface which could be used in motion analysis or in medical treatment. The surface is scanned by FastSCAN (Polhemus, Colchester, Vermont, USA) and described by scattered three-dimensional surface points. The method provides the estimation of second-order derivatives by way of least-squares surface fitting to calculate the Gaussian curvature and mean curvature. To separate convexity from concavity, the Koenderink shape index maps of foot and leg are given as examples. The landmarks formed by underlying muscles and skeletal structures such as the malleoli distinguish themselves clearly on the Koenderink shape index maps. Minutes after the foot and leg are scanned, the curvature maps of the foot and leg provide the shape information and the loci of landmarks avail the statistical shape analysis as well as foot underside deformation analysis. Furthermore, the anatomical landmarks around the knee and ankle, defining the transcondylar and transmalleolar axis, make it possible to calculate the tibial torsion by this non-invasive way. Generally, this method is fast and accurate. However, it gives some inaccurate results on the patch edge, which should be interpreted with caution, when it is applied on a surface patch in other occasions because of a small number of points unevenly distributed in the operator. Presently, the method is computationally intensive although the time can be reduced to a few seconds at the sacrifice of image resolution. Further efforts will be made to get the real-time information.

利用FastSCAN对足部解剖标志进行三维表征和定位
解剖标志生物力学特征图体表上的标志对形状和运动分析很重要。如果是与位置和坐标系无关的解剖标志就更好了。该方法的目的是提供一种易于实现的提取圆柱体表面解剖标志的方法,可用于运动分析或医学治疗。通过FastSCAN (Polhemus, Colchester, Vermont, USA)对表面进行扫描,并通过分散的三维表面点进行描述。该方法采用最小二乘曲面拟合的方法估计二阶导数,计算高斯曲率和平均曲率。为了区分凹凸,以脚和腿的Koenderink形状索引图为例。在Koenderink形状索引图上,由底层肌肉和骨骼结构(如踝骨)形成的地标清晰地区分出来。扫描足部和腿部几分钟后,足部和腿部的曲率图提供形状信息,地标的轨迹利用统计形状分析和脚底变形分析。此外,膝关节和踝关节周围的解剖标志,定义了经髁和经踝轴,使得通过这种无创方式计算胫骨扭转成为可能。一般来说,这种方法快速、准确。但是,由于少量点不均匀分布在算子中,在其他场合将其应用于表面斑块时,会在斑块边缘上给出一些不准确的结果,应谨慎解释。目前,该方法虽然可以在牺牲图像分辨率的情况下将时间缩短到几秒,但计算量很大。将进一步努力获取实时信息。
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