کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4636543 1340724 2007 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A fast truncated Lagrange method for large-scale image restoration problems
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
A fast truncated Lagrange method for large-scale image restoration problems
چکیده انگلیسی

In this work, we present a new method for the restoration of images degraded by noise and spatially invariant blur. In the proposed method, the original image restoration problem is replaced by an equality constrained minimization problem. A quasi-Newton method is applied to the first-order optimality conditions of the constrained problem. In each quasi-Newton iteration, the hessian of the Lagrangian is approximated by a circulant matrix and the Fast Fourier Transform is used to compute the quasi-Newton step. The quasi-Newton iteration is terminated according to the discrepancy principle. Results of numerical experiments are presented to illustrate the effectiveness and usefulness of the proposed method.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Mathematics and Computation - Volume 186, Issue 2, 15 March 2007, Pages 1075–1082
نویسندگان
,