A generalization of the Perona-Malik anisotropic diffusion method using restricted dissimilarity functions

作者:Lopez Molina C*; De Baets B; Cerron J; Galar M; Bustince H
来源:International Journal of Computational Intelligence Systems, 2013, 6(1): 14-28.
DOI:10.1080/18756891.2013.752658

摘要

There exists a large number of techniques for content-aware smoothing. Despite its simplicity, the Perona-Malik Anisotropic Diffusion method is among the most employed ones. In this work we study this method in detail and propose a generalization of its diffusion scheme using restricted dissimilarity functions to measure the intensity differences between neighbouring pixels. This generalization permits a better adaptation of the diffusion process to the characteristics of the images.

  • 出版日期2013-1