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Point-to-point registration of non-rigid medical images using local elastic transformation methods

机译:非刚性医学图像的点对点登记使用局部弹性变换方法

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Although a considerable amount of research has been devoted to the registration of medical images, a good proportion of this has been performed on rigid regions of the anatomy. This has tended to limit the practical value of such research. The registration of medical images which are non-rigid in nature is a seemingly difficult and not fully investigated problem. This paper presents an elastic transformation method which is used to perform matching of non-rigid medical images, that is, two-dimensional images of a region of the body such as the thorax or abdomen which exhibits a high level of elasticity. Some forms of elastic transformation may be more localized in scope than others, which leads to the categorization of elastic transformation methods into local and semi-local methods. This paper demonstrates the use of local elastic spatial transformations in matching non-rigid medical images. These transformations are illustrated by matching corresponding computed tomography and magnetic resonance images of the thorax.
机译:虽然已经对医学图像的登记进行了相当大的研究,但这已经对解剖学的刚性区域进行了很大的比例。这倾向于限制此类研究的实际价值。在大自然中是非僵硬的医学图像的登记是一个看似困难而不是完全调查的问题。本文介绍了一种弹性变换方法,其用于执行非刚性医学图像的匹配,即身体区域的二维图像,例如胸腔或腹部,其表现出高水平的弹性。某些形式的弹性转换可能比其他形式更为局限,这导致弹性转化方法对局部和半局部的分类。本文展示了在匹配非刚性医学图像方面使用局部弹性空间变换。通过匹配胸部的相应的计算断层扫描和磁共振图像来说明这些变换。

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