Skip to main content
Log in

Droplet Shapes for a Class of Models in \(\mathbb{Z}^2 \) at Zero Temperature

  • Published:
Journal of Statistical Physics Aims and scope Submit manuscript

Abstract

In this work we consider the Wulff construction at zero temperature for a class of Gibbs models and study the shape of the obtained droplets. Considering zero temperature we avoid all difficulties connected with the competition between energy and entropy. It allows us to study a quite wide class of models which provides a variety of shapes. The motivations of the study come from attempts to describe isotropic properties of some models on 2D lattice at zero temperature. The studied models are binary (the spin space is 0,1) with a ferromagnetic behavior such that the potential functions are not equal to zero only for some tiles with size 3×3. In fact, we study herein droplet shapes of a subclass of the ferromagnetic models with potential functions as mentioned above. This subclass of models is defined by a condition called regularity. We call the model classified here as having regular micro-boundaries. Several examples of non-regular models are also presented.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

REFERENCES

  1. X. Descombes and E. Pechersky, Isotropic Properties of Some Multi-Body Interaction Models: Two Quality Criteria for Markov Priors in Image Processing, Technical report INRIA, RR-3752, 1999.

  2. R. A. Minlos and Ya. G. Sinai, The phenomenon of "phase separation" at low temperatures in some lattice models of a gas I, Math. USSR-Sb. 2:337-395 (1967).

    Google Scholar 

  3. R. A. Minlos and Ya. G. Sinai, The phenomenon of "phase separation" at low temperatures in some lattice models of a gas II, Trans. Moscow Math. Soc. 19:121-196 (1968).

    Google Scholar 

  4. R. L. Dobrushin, R. Koteckáy, and S. Shlosman, Wulff Construction: A Global Shape from Local Interaction, AMS Translations Series, Vol. 104 (Providence, R.I., 1992).

  5. T. Bodineau, D. Ioffe, and Y. Velenik, Rigorous Probabilistic Analysis of Equibrial Crystal Shapes, 2000.

  6. J. Beseag, Spatial interaction and statistical analysis of lattice systems, J. Roy. Soc. Ser. B 48:192-236, 1974.

    Google Scholar 

  7. S. Geman and D. Geman, Stochastic relaxation, Gibbs distribution, and the Bayewsian restoration of images, IEEE Trans. on PAMI 6:721-741, 1984.

    Google Scholar 

  8. Ya. G. Sinai, Theory of Phase Transitions: Rigorous Results (Pergamon Press, 1982).

  9. H-O. Georgii, Gibbs Measures and Phase Transitions (Walter de Gruyter, 1988).

  10. X. Descombes, J. F. Mangin, E. Pechersky, and M. Sigelle, Fine structure preserving Markov model for image processing, in Proc. SCIA (Uppsala, Sweden, 1995), pp. 349-056.

  11. X. Descombes, R. Morris, J. Zerubia, and M. Berthod, Estimation of markov random field prior parameters using Markov Chain Monte Carlo Maximum Likelihood, IEEE Trans. on Image Processing 8:954-963 (1999).

    Google Scholar 

  12. X. Descombes and F. Kruggel, A Markov Pixon information approach for low level image description, IEEE Trans. on Pattern Anaylsis and Machine Intelligence 21:482-494 (1999).

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Descombes, X., Pechersky, E. Droplet Shapes for a Class of Models in \(\mathbb{Z}^2 \) at Zero Temperature. Journal of Statistical Physics 111, 129–169 (2003). https://doi.org/10.1023/A:1022252923753

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1022252923753

Navigation