Narrow your search


Odisee (2)

KU Leuven (1)

LUCA School of Arts (1)

Thomas More Kempen (1)

Thomas More Mechelen (1)

UCLL (1)

UGent (1)

ULB (1)

UNamur (1)

USLB (1)


Resource type

book (2)


English (2)

From To Submit

2013 (1)

1998 (1)

Listing 1 - 2 of 2
Sort by
Rank-deficient and discrete ill-posed problems : numerical aspects of linear inversion
ISBN: 9780898714036 0898714036 Year: 1998 Publisher: Philadelphia (Pa.): SIAM

Export citation

Choose an application



Here is an overview of modern computational stabilization methods for linear inversion, with applications to a variety of problems in audio processing, medical imaging, seismology, astronomy, and other areas. Rank-deficient problems involve matrices that are exactly or nearly rank deficient. Such problems often arise in connection with noise suppression and other problems where the goal is to suppress unwanted disturbances of given measurements. Discrete ill-posed problems arise in connection with the numerical treatment of inverse problems, where one typically wants to compute information about interior properties using exterior measurements. Examples of inverse problems are image restoration and tomography, where one needs to improve blurred images or reconstruct pictures from raw data. This book describes new and existing numerical methods for the analysis and solution of rank-deficient and discrete ill-posed problems. The emphasis is on insight into the stabilizing properties of the algorithms and the efficiency and reliability of the computations.

Least squares data fitting with applications
Authors: --- --- ---
ISBN: 1421408589 9781421408583 1421407868 9781421407869 Year: 2013 Publisher: Baltimore, Md. : Johns Hopkins University Press,

Listing 1 - 2 of 2
Sort by