کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
767029 | 897140 | 2012 | 9 صفحه PDF | دانلود رایگان |

Wavelet-based multilevel approach is a promising method for image restoration problems. In this paper, a method for image restoration based on combining the symmlets family with two-level technique is proposed. A key feature is that the symmlets have many flexible attributes that lead to better stability and less artifacts. Computational experiments show that symmlets-based two-level method yields smaller relative errors and more stable results.
► A method for image restoration based on combining the symmlets family with two-level technique is proposed.
► Regularization methods are exploited in the process of two-level method.
► The symmlets have many flexible attributes that lead to better stability and less artifacts.
► The proposed method based on combining symmlets performs better than the method based on Haar wavelet.
► Symmlets-based two-level method yields smaller relative errors and more stable results.
Journal: Communications in Nonlinear Science and Numerical Simulation - Volume 17, Issue 12, December 2012, Pages 5079–5087