Ground State Texture Patterns for the Second-Order Ising Model

Lu, Hongjiu; Flynn, Patrick J.

doi:10.1109/CVPR.1993.341051

Ground State Texture Patterns for the Second-Order Ising Model

Hongjiu Lu, Patrick J. Flynn

CVPR 1993 pp. 636-637

doi:10.1109/CVPR.1993.341051 /cvpr/1993/lu1993cvpr-ground/

Abstract

Ground state (energy-minimizing) texture patterns in Markov random field (MRF) image models, in particular, the second-order Ising model, are addressed. Ground state texture patterns are obtained for arbitrary parameter values. A small number of texture classes can be generated from the binary Ising model if the global minimum field energy criterion is used to terminate the sampler. Implications for texture synthesis are discussed.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>

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Text

Lu and Flynn. "Ground State Texture Patterns for the Second-Order Ising Model." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1993. doi:10.1109/CVPR.1993.341051

Markdown

[Lu and Flynn. "Ground State Texture Patterns for the Second-Order Ising Model." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1993.](https://mlanthology.org/cvpr/1993/lu1993cvpr-ground/) doi:10.1109/CVPR.1993.341051

BibTeX

@inproceedings{lu1993cvpr-ground,
  title     = {{Ground State Texture Patterns for the Second-Order Ising Model}},
  author    = {Lu, Hongjiu and Flynn, Patrick J.},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {1993},
  pages     = {636-637},
  doi       = {10.1109/CVPR.1993.341051},
  url       = {https://mlanthology.org/cvpr/1993/lu1993cvpr-ground/}
}