首页 | 本学科首页   官方微博 | 高级检索  
     


A new nonlocal nonlinear diffusion of image processing
Authors:Patrick Guidotti
Affiliation:Department of Mathematics, 340 Rowland Hall, University of California at Irvine, Irvine, CA 92697-3875, United States
Abstract:A novel nonlocal nonlinear diffusion is analyzed which has proven useful as a denoising tool in image processing. The equation can be viewed as a new paradigm for the regularization of the well-known Perona-Malik equation. The regularization is implemented via nonlinearity intensity reduction through fractional derivatives. Well-posedness in the weak setting is established. Global existence and convergence to the average holds in the purely diffusive limit whereas an interesting dynamic behavior is engendered by the presence of nontrivial equilibria as the intensity of the nonlinearity is increased and comes close to the one of Perona-Malik.
Keywords:Nonlinear nonlocal diffusion   Well-posedness   Noise reduction   Perona-Malik equation   Nontrivial equilibria
本文献已被 ScienceDirect 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号