The Implementation of SURE Guided Piecewise Linear Image Denoising
Yi-Qing Wang
→ BibTeX
@article{ipol.2013.52,
    title   = {{The Implementation of SURE Guided Piecewise Linear Image Denoising}},
    author  = {Wang, Yi-Qing},
    journal = {{Image Processing On Line}},
    volume  = {3},
    pages   = {43--67},
    year    = {2013},
    doi     = {10.5201/ipol.2013.52},
}
% if your bibliography style doesn't support doi fields:
    note    = {\url{https://doi.org/10.5201/ipol.2013.52}}
published
2013-07-01
reference
Yi-Qing Wang, The Implementation of SURE Guided Piecewise Linear Image Denoising, Image Processing On Line, 3 (2013), pp. 43–67. https://doi.org/10.5201/ipol.2013.52

Communicated by Mauricio Delbracio
Demo edited by Yi-Qing Wang

This IPOL article is related to a companion publication in the SIAM Journal on Imaging Sciences:
Y.Q. Wang and J.M. Morel. "SURE Guided Gaussian Mixture Image Denoising." SIAM Journal on Imaging Sciences, 6(2):999-1034, 2013. http://dx.doi.org/10.1137/120901131


Abstract

SURE (Stein's Unbiased Risk Estimator) guided Piecewise Linear Estimation (S-PLE) is a recently introduced patch-based state-of-the-art denoising algorithm. In this article, we focus on its implementation and show its performance by comparing it with several other acclaimed algorithms.

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