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METHOD OF MODEL-BASED ELASTIC IMAGE REGISTRATION FOR COMPARING A FIRST AND A SECOND IMAGE

机译:基于模型的弹性图像配准的第一和第二图像比较方法

摘要

The invention aims at improving the point-based elastic registration paradigm. Point-based elastic registration is typically carried out by finding corresponding point landmarks (2, 4) in both images and using the point correspondences as constraints to interpolate the global displacement field. A limitation of this approach is that it only ensures the correspondences between structures where point landmarks (2, 4) can be identified. Alternative concepts are limited by high computational costs for optimization. The concept of the invention provides a method and a system (1) wherein additional deformation field constraints are imposed by: partitioning (PART (ISUBS/SUB, ISUBT/SUB)) one or more restricted structures corresponding in the first (3) and the second (5) image and imposing additional constraints ( SUPAdd/SUP
机译:本发明旨在改进基于点的弹性配准范例。基于点的弹性配准通常是通过在两个图像中找到对应的点界标(2、4)并使用点对应关系作为约束来插值整体位移场来执行的。该方法的局限性在于,它仅确保可以识别点界标(2、4)的结构之间的对应关系。替代概念受到优化的高计算成本的限制。本发明的概念提供了一种方法和系统(1),其中通过以下方式施加附加的变形场约束:分割(PART(I S ,I T ))一个或在第一张(3)和第二张(5)图像中对应的更多受限制结构,并施加了附加约束( Add

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