A FAST METHOD FOR FINDING THE GLOBAL SOLUTION OF THE REGULARIZED STRUCTURED TOTAL LEAST SQUARES PROBLEM FOR IMAGE DEBLURRING

Given a linear system ${\bf A} {\bf x} \approx {\bf b}$ over the real or complex field, where both ${\bf A}$ and ${\bf b}$ are subject to noise, the total least squares (TLS) problem seeks to find a correction matrix and a correction right-hand side vector of minimal norm which makes the linear syst...

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Veröffentlicht in:SIAM journal on matrix analysis and applications 2008, Vol.30 (1), p.419-443
Hauptverfasser: BECK, Amir, BEN-TAL, Aharon, KANZOW, Christian
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Sprache:eng
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