A nonlinear elasticity model for comparing images is formulated and analyzed, in which optimal transformations between images are sought as minimizers of an integral functional. The existence of minimizers in a suitable class of homeomorphisms between image domains is established under natural hypotheses. We investigate whether for linearly related images the minimization algorithm delivers the linear transformation as the unique minimizer.
翻译:本文提出并分析了一种用于图像比较的非线性弹性模型,在该模型中,最优变换被求解为积分泛函的极小值。在适当的单连通映射类别下假定合理的情况下,证明了极小值的存在性。本文探究了在线性相关的图像中,最小化算法是否能够提供线性变换作为唯一极小值解。