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Sufficient Conditions for Topological Invariance of 2D Images under Rigid Transformations

机译:刚性变换下二维图像拓扑不变性的充分条件

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In R~2, rigid transformations are topology-preserving operations. However, this property is generally no longer true when considering digital images instead of continuous ones, due to digitization effects. In this article, we investigate this issue by studying discrete rigid transformations (DRTs) on Z~2. More precisely, we define conditions under which digital images preserve their topological properties under any arbitrary DRTs. Based on the recently introduced notion of DRT graph and the classical notion of simple point, we first identify a family of local patterns that authorize topological invariance under DRTs. These patterns are then involved in a local analysis process that guarantees topological invariance of whole digital images in linear time.
机译:在R〜2中,刚性转换是拓扑保留操作。但是,由于数字化效果,当考虑使用数字图像而不是连续图像时,此属性通常不再适用。在本文中,我们将通过研究Z〜2上的离散刚性变换(DRT)来研究此问题。更准确地说,我们定义了在任何任意DRT下数字图像保留其拓扑属性的条件。基于最近引入的DRT图的概念和经典的简单点的概念,我们首先确定一系列本地模式,这些模式授权DRT下的拓扑不变性。然后,这些模式将参与局部分析过程,以保证整个数字图像在线性时间内的拓扑不变性。

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