Damped second order flow applied to image denoising

G. Baravdish, O. Svensson, M. Gulliksson, Y. Zhang*

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

12 引用 (Scopus)

摘要

In this paper, we introduce a new image denoising model: the damped flow (DF), which is a second order nonlinear evolution equation associated with a class of energy functionals of an image. The existence, uniqueness and regularization property of DF are proven. For the numerical implementation, based on the Störmer-Verlet method, a discrete DF, SV-DDF, is developed. The convergence of SV-DDF is studied as well. Several numerical experiments, as well as a comparison with other methods, are provided to demonstrate the efficiency of SV-DDF.

源语言英语
页(从-至)1082-1111
页数30
期刊IMA Journal of Applied Mathematics
84
6
DOI
出版状态已出版 - 27 12月 2019

指纹

探究 'Damped second order flow applied to image denoising' 的科研主题。它们共同构成独一无二的指纹。

引用此