کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
767029 897140 2012 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Wavelet-based two-level methods for image restoration
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی مکانیک
پیش نمایش صفحه اول مقاله
Wavelet-based two-level methods for image restoration
چکیده انگلیسی

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.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Communications in Nonlinear Science and Numerical Simulation - Volume 17, Issue 12, December 2012, Pages 5079–5087
نویسندگان
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