Abstract
A two-dimensional homogeneous and isotropic random field is described which is generated by a polygonal partition process on the plane. In particular, the plane is divided into elementary disjoint polygonal regions by a Poisson line process. Gray levels within these elementary polygonal regions are assigned to have specified correlation with gray levels in contiguous regions. Explicit evaluation of the resulting autocorrelation function and power spectral density is provided. The results may be useful in a wide variety of image processing applications.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 44-50 |
| Number of pages | 7 |
| Journal | IEEE Transactions on Information Theory |
| Volume | 26 |
| Issue number | 1 |
| DOIs | |
| State | Published - Jan 1980 |
ASJC Scopus subject areas
- Information Systems
- Computer Science Applications
- Library and Information Sciences
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Cite this
Modestino, J. W., & Fries, R. W. (1980). Construction and Properties of a Useful Two-Dimensional Random Field. IEEE Transactions on Information Theory, 26(1), 44-50. https://doi.org/10.1109/TIT.1980.1056138