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Nonlocal Partial Differential Equation Model for Image Denoising

LU Bibo, GUO Zhichang, CAO Yang, LI Meihui, HU Xinyao   

  1. Institute of Mathematics, Jilin University, Changchun 130012, China
  • Received:2007-10-12 Revised:1900-01-01 Online:2007-11-26 Published:2007-11-26
  • Contact: LU Bibo

Abstract: A nonlinear partial differential equation model based on nonlocal information was proposed to removenoise and preserve the edges. Nonlocal gradient is introduced to detect the edges and adjust the speed of the diffusion inside and outside the smooth region. Oneside scheme is taken for calculating the nonlocal gradient norm to preserve edge information in discret situation. Theorical analysis and numerical results demonstratethe performance of the new method.

Key words: image denoising, nonlocal information, partial differ ential equation

CLC Number: 

  • O175.2