Cosine transform based preconditioners for total variation deblurring

  • Authors:
  • R. H. Chan;T. F. Chan;Chiu-Kwong Wong

  • Affiliations:
  • Dept. of Math., Chinese Univ. of Hong Kong, Shatin;-;-

  • Venue:
  • IEEE Transactions on Image Processing
  • Year:
  • 1999

Quantified Score

Hi-index 0.02

Visualization

Abstract

In PDE image restoration problems, one has to invert operators which is a sum of a blurring operator and an elliptic operator with highly varying coefficient. We present a preconditioner for such operators, which can be used with the conjugate gradient (CG) method, and compare it with Vogel and Oman's (see SIAM J. Sci. Stat. Comput., vol.17, p.227-38, 1996, and IEEE Trans. Image Processing, vol.7, p.813-24, 1998) product preconditioner