A fast thresholded landweber algorithm for general wavelet bases: Application to 3D deconvolution microscopy
Wavelet-domain l(1)-regularization is a promising approach to deconvolution. The corresponding variational problem can be solved using a "thresholded Landweber" (TL) algorithm. While this iterative procedure is simple to implement, it is known to converge slowly. In this paper, we give the principle of a modified algorithm that is substantially faster. The method is applicable to arbitrary wavelet representations, thus generalizing our previous work which was restricted to the orthonormal Shannon wavelet basis.
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- URL: http://bigwww.epfl.ch/publications/vonesch0802.html
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Record created on 2010-11-30, modified on 2016-08-09