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Discrete Stochastic Growth Models for Two-Dimensional Shapes

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Part of the book series: NATO ASI Series ((NATO ASI F,volume 126))

Abstract

Discrete models for growth of a shape from a point on a two-dimensional Cartesian grid are described. By growth is meant an accretionary process occurring at the boundary of the shape. Three types of growth models are discussed: deterministic (periodic), probabilistic (stochastic), and probabilistic mixing of deterministic processes. Each type is defined and illustrated with examples. It is shown that probabilistically mixing deterministic processes can produce smooth isotropic or elongated regions, concavities, and protrusions. The paper emphasizes empirical results; analytical studies are in progress.

The support of the Air Force Office of Scientific Research under Grant F49620-93-1-0039 is gratefully acknowledged.

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© 1994 Springer-Verlag Berlin Heidelberg

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Thompson, S., Rosenfeld, A. (1994). Discrete Stochastic Growth Models for Two-Dimensional Shapes. In: O, YL., Toet, A., Foster, D., Heijmans, H.J.A.M., Meer, P. (eds) Shape in Picture. NATO ASI Series, vol 126. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-03039-4_19

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  • DOI: https://doi.org/10.1007/978-3-662-03039-4_19

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-08188-0

  • Online ISBN: 978-3-662-03039-4

  • eBook Packages: Springer Book Archive

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