ML Anthology

Texture Segmentation Using Voronoi Polygons

Mihran Tüceryan, Anil K. Jain, Ywhyng Lee
CVPR 1988 pp. 94-99
doi:10.1109/CVPR.1988.196220 /cvpr/1988/tuceryan1988cvpr-texture/

Abstract

The authors have developed a texture-segmentation algorithm based on the Voronoi tessellation. The algorithm first builds the Voronoi tessellation of the tokens that make up the image. It then computes a set of features from the Voronoi polygons. Finally, it performs a probabilistic relaxation labeling on the tokens, to identify the interior and the border regions of the textures. The algorithm has successfully segmented images containing textures whose primitives have identical second order statistics.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">&gt;</ETX>

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Text

Tüceryan et al. "Texture Segmentation Using Voronoi Polygons." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1988. doi:10.1109/CVPR.1988.196220

Markdown

[Tüceryan et al. "Texture Segmentation Using Voronoi Polygons." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1988.](https://mlanthology.org/cvpr/1988/tuceryan1988cvpr-texture/) doi:10.1109/CVPR.1988.196220

BibTeX

@inproceedings{tuceryan1988cvpr-texture,
  title     = {{Texture Segmentation Using Voronoi Polygons}},
  author    = {Tüceryan, Mihran and Jain, Anil K. and Lee, Ywhyng},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {1988},
  pages     = {94-99},
  doi       = {10.1109/CVPR.1988.196220},
  url       = {https://mlanthology.org/cvpr/1988/tuceryan1988cvpr-texture/}
}