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2020 | OriginalPaper | Buchkapitel

Repairing Binary Images Through the 2D Diamond Grid

verfasst von : Lidija Čomić, Paola Magillo

Erschienen in: Combinatorial Image Analysis

Verlag: Springer International Publishing

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Abstract

A 2D binary image is well-composed if it does not contain a \(2\times 2\) configuration of two diagonal black and two diagonal white squares. We propose a simple repairing algorithm to construct two well-composed images \(I_4\) and \(I_8\) starting from an image I, and we prove that \(I_4\) and \(I_8\) are homotopy equivalent to I with 4- and 8-adjacency, respectively. This is achieved by passing from the original square grid to another one, rotated by \(\pi /4\), whose pixels correspond to the original pixels and to their vertices. The images \(I_4\) and \(I_8\) are double in size with respect to the image I. Experimental comparisons and applications are also shown.

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Literatur
2.
Zurück zum Zitat Boutry, N., Géraud, T., Najman, L.: How to make nD images well-composed without interpolation. In: 2015 IEEE International Conference on Image Processing, ICIP 2015, pp. 2149–2153 (2015) Boutry, N., Géraud, T., Najman, L.: How to make nD images well-composed without interpolation. In: 2015 IEEE International Conference on Image Processing, ICIP 2015, pp. 2149–2153 (2015)
6.
Zurück zum Zitat Boutry, N., González-Díaz, R., Jiménez, M.-J.: Weakly well-composed cell complexes over nD pictures. Inf. Sci. 499, 62–83 (2019)MathSciNetCrossRef Boutry, N., González-Díaz, R., Jiménez, M.-J.: Weakly well-composed cell complexes over nD pictures. Inf. Sci. 499, 62–83 (2019)MathSciNetCrossRef
7.
9.
Zurück zum Zitat Čomić, L., Magillo, P.: Repairing 3D binary images using the BCC grid with a 4-valued combinatorial coordinate system. Inf. Sci. 499, 47–61 (2019)MathSciNetCrossRef Čomić, L., Magillo, P.: Repairing 3D binary images using the BCC grid with a 4-valued combinatorial coordinate system. Inf. Sci. 499, 47–61 (2019)MathSciNetCrossRef
12.
Zurück zum Zitat González-Díaz, R., Jiménez, M.-J., Medrano, B.: 3D well-composed polyhedral complexes. Discrete Appl. Math. 183, 59–77 (2015)MathSciNetCrossRef González-Díaz, R., Jiménez, M.-J., Medrano, B.: 3D well-composed polyhedral complexes. Discrete Appl. Math. 183, 59–77 (2015)MathSciNetCrossRef
14.
Zurück zum Zitat Gose, S.J.E., Johnsonbaugh, R.: Pattern Recognition and Image Analysis. Prentice-Hall Inc., Upper Saddle River (1996) Gose, S.J.E., Johnsonbaugh, R.: Pattern Recognition and Image Analysis. Prentice-Hall Inc., Upper Saddle River (1996)
15.
Zurück zum Zitat Hatcher, A.: Algebraic Topology. Cambridge University Press, Cambridge (2001) Hatcher, A.: Algebraic Topology. Cambridge University Press, Cambridge (2001)
16.
Zurück zum Zitat Klette, R., Rosenfeld, A.: Digital Geometry. Geometric Methods for Digital Picture Analysis. Morgan Kaufmann Publishers, San Francisco, Amsterdam (2004)MATH Klette, R., Rosenfeld, A.: Digital Geometry. Geometric Methods for Digital Picture Analysis. Morgan Kaufmann Publishers, San Francisco, Amsterdam (2004)MATH
17.
Zurück zum Zitat Kong, T.Y., Rosenfeld, A.: Digital topology: introduction and survey. Comput. Vis. Graph.- Image Process. 48(3), 357–393 (1989)CrossRef Kong, T.Y., Rosenfeld, A.: Digital topology: introduction and survey. Comput. Vis. Graph.- Image Process. 48(3), 357–393 (1989)CrossRef
18.
Zurück zum Zitat Latecki, L.J.: 3D well-composed pictures. CVGIP: Graph. Model Image Process. 59(3), 164–172 (1997) Latecki, L.J.: 3D well-composed pictures. CVGIP: Graph. Model Image Process. 59(3), 164–172 (1997)
19.
Zurück zum Zitat Latecki, L.J., Eckhardt, U., Rosenfeld, A.: Well-composed sets. Comput. Vis. Image Underst. 61(1), 70–83 (1995)CrossRef Latecki, L.J., Eckhardt, U., Rosenfeld, A.: Well-composed sets. Comput. Vis. Image Underst. 61(1), 70–83 (1995)CrossRef
20.
Zurück zum Zitat Miyatake, T., Matsushima, H., Ejiri, M.: Contour representation of binary images using run-type direction codes. Mach. Vis. Appl. 9, 193–200 (1997)CrossRef Miyatake, T., Matsushima, H., Ejiri, M.: Contour representation of binary images using run-type direction codes. Mach. Vis. Appl. 9, 193–200 (1997)CrossRef
21.
Zurück zum Zitat Pavlidis, T.: Algorithms for Graphics and Image Processing. Computer Science Press, Boca Raton (1982)CrossRef Pavlidis, T.: Algorithms for Graphics and Image Processing. Computer Science Press, Boca Raton (1982)CrossRef
24.
Zurück zum Zitat Rosenfeld, A., Kong, T.Y., Nakamura, A.: Topology-preserving deformations of two-valued digital pictures. Graph. Models Image Process. 60(1), 24–34 (1998)CrossRef Rosenfeld, A., Kong, T.Y., Nakamura, A.: Topology-preserving deformations of two-valued digital pictures. Graph. Models Image Process. 60(1), 24–34 (1998)CrossRef
25.
Zurück zum Zitat Siqueira, M., Latecki, L.J., Tustison, N.J., Gallier, J.H., Gee, J.C.: Topological repairing of 3D digital images. J. Math. Imaging Vis. 30(3), 249–274 (2008)MathSciNetCrossRef Siqueira, M., Latecki, L.J., Tustison, N.J., Gallier, J.H., Gee, J.C.: Topological repairing of 3D digital images. J. Math. Imaging Vis. 30(3), 249–274 (2008)MathSciNetCrossRef
26.
Zurück zum Zitat Stelldinger, P., Latecki, L.J., Siqueira, M.: Topological equivalence between a 3D object and the reconstruction of its digital image. IEEE Trans. Pattern Anal. Mach. Intell. 29(1), 126–140 (2007)CrossRef Stelldinger, P., Latecki, L.J., Siqueira, M.: Topological equivalence between a 3D object and the reconstruction of its digital image. IEEE Trans. Pattern Anal. Mach. Intell. 29(1), 126–140 (2007)CrossRef
27.
Zurück zum Zitat Whitehead, J.H.C.: Simplical spaces, nuclei and m-groups. Proc. London Math. Soc. 45, 243–327 (1938) Whitehead, J.H.C.: Simplical spaces, nuclei and m-groups. Proc. London Math. Soc. 45, 243–327 (1938)
Metadaten
Titel
Repairing Binary Images Through the 2D Diamond Grid
verfasst von
Lidija Čomić
Paola Magillo
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-51002-2_13