Hierarchical pixel clustering for image segmentation
Computer Vision and Pattern Recognition
2014-06-03 v1
Abstract
In the paper a piecewise constant image approximations of sequential number of pixel clusters or segments are treated. A majorizing of optimal approximation sequence by hierarchical sequence of image approximations is studied. Transition from pixel clustering to image segmentation by reducing of segment numbers in clusters is provided. Algorithms are proved by elementary formulas.
Cite
@article{arxiv.1401.5891,
title = {Hierarchical pixel clustering for image segmentation},
author = {M. Kharinov},
journal= {arXiv preprint arXiv:1401.5891},
year = {2014}
}
Comments
5 pages, 3 figures, 4 formulas, submitted to the 12 International Conference on Pattern Recognition and Information Processing May 28-30, 2014, Minsk, Belarus