Psykologi & pedagogik
Pocket
Algorithms for Toeplitz Matrices with Applications to Image Deblurring
Symon Kimitei
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PMIn this thesis, we present the O(n log^2 n) superfast linear least squares Schur algorithm(ssschur). The algorithm we describe illustrates a fast way of solving linear equations or linear least squares problems with low displacement rank. This algorithm is based on the O(n^2) Schur algorithm, sped up via FFT. The algorithm solves an ill-conditioned Toeplitz-like system using Tikhonov regularization. The regularized system solved is Toeplitz-like and is of displacement rank, 4. In this thesis, we also show the effect of the choice of the regularization parameter on the quality of the images reconstructe
- Format: Pocket/Paperback
- ISBN: 9783844314267
- Språk: Engelska
- Antal sidor: 84
- Utgivningsdatum: 2011-03-01
- Förlag: LAP Lambert Academic Publishing