Sufficient conditions for topological invariance of 2D images under rigid transformations

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Abstract

In â2, 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 ℤ2. 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. © 2013 Springer-Verlag Berlin Heidelberg.

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Ngo, P., Kenmochi, Y., Passat, N., & Talbot, H. (2013). Sufficient conditions for topological invariance of 2D images under rigid transformations. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 7749 LNCS, pp. 155–168). Springer Verlag. https://doi.org/10.1007/978-3-642-37067-0_14

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