Sufficient Conditions for Topological Invariance of 2D Images under Rigid Transformations
In ℝ2, 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.
Keywords2D digital image discrete rigid transformation topology simple point DRT graph Eulerian model
Unable to display preview. Download preview PDF.
- 3.Jacob, M.A., Andres, E.: On discrete rotations. In: DGCI, Proceedings, pp. 161–174 (1995)Google Scholar
- 7.Ngo, P., Kenmochi, Y., Passat, N., Talbot, H.: Combinatorial structure of rigid transformations in 2D digital images. To appear in Computer Vision and Image UnderstandingGoogle Scholar