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Damped second order flow applied to image denoising

  • G. Baravdish
  • , O. Svensson
  • , M. Gulliksson
  • , Y. Zhang*
  • *此作品的通讯作者
  • Linköping University
  • Örebro University
  • Shenzhen MSU-BIT University

科研成果: 期刊稿件文章同行评审

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

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