Overview

This text concerns modern methods in scientific computing and linear algebra, relevant to image and signal processing. For these applications, it considers: sophisticated mathematical models of the problem; rigorous mathematical theories to understand the difficulties of solving problems which are ill-posed; and fast algorithms for either real-time or data-massive computations. Such are the topics brought into focus by these proceedings of the Workshop on Scientific Computing (held in Hong Kong on March 10-12, 1997), where the major themes were on numerical linear algebra, signal processing, and image processing.

Full Product Details

Author:   Gene H. Golub ,  Lui Shui-Hong ,  T. Luk Franklin ,  Robert J. Plemmons
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
Edition:   1998 ed.
Dimensions:   Width: 15.50cm , Height: 1.70cm , Length: 23.50cm
Weight:   1.030kg
ISBN:  

9789813083608

ISBN 10:   9813083603
Pages:   332
Publication Date:   01 June 1998
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

Invited Papers: Tikhonov regularization for large scale problems (GH Golub & U von Matt); Numerical stability of some fast algorithms for structured matrices (RP Brent); The role of coordinates in accurate computation of discontinuous flow (WH Hui); Regularized blind deconvolution using recursive inverse filtering (MK Ng et al); Solution of linear systems arising in nonlinear image deblurring (CR Vogel); and other papers. Contributed Papers: 3-D Jacobi rotation method for eigenvalue problems of matrices (DY Cai & WM Xue); Wavelets, signal processing and textile surfaces (H Kraus); Efficient image compression scheme using tree structure wavelet transforms (JM Li & JS Jin); A note on adaptive restarting procedure for pseudo residual algorithms (T Nodera & T Inadu); Adaptive mthods for singular pertubation problems (T Tang & DM Sloan); Image recontruction from projections based on wavelet decomposition (JH Yin); and other papers.

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