Per Christian Hansen is Professor of Scientific Computing at the Technical University of Denmark. He has also worked at the University of Copenhagen, Denmark, and the Danish Computing Center for Research and Education (UNI*C). His publications include a research monograph, several MATLAB packages, and many papers on inverse problems, matrix computations, and signal processing. He is a member of SIAM. James G. Nagy is Professor of Mathematics and Computer Science at Emory University. In 2001 he was selected to hold the Emory Professorship for Distinguished Teaching in the Social and Natural Sciences. He has published many research papers on scientific computing, numerical linear algebra, inverse problems, and image processing. He is a member of SIAM and AWM. Dianne P. O'Leary is Professor of Computer Science at the University of Maryland and a mathematician at the U.S. National Institute of Standards and Technology. She was awarded an honorary Doctorate of Mathematics from the University of Waterloo. She is the author of over 75 publications on numerical analysis and computational science and over 25 publications on education and mentoring. She is a member of SIAM, AWM, and ACM.
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Description
Preface ; How to Get the Software; List of Symbols ; 1. The Image Deblurring Problem; 2. Manipulating Images in MATLAB; 3. The Blurring Function; 4. Structured Matrix Computations; 5. SVD and Spectral Analysis; 6. Regularization by Spectral Filtering; 7. Color Images, Smoothing Norms, and Other Topics; Appendix: MATLAB Functions; Bibliography; Index.
'The book's focus on imaging problems is very unique among the competing books on inverse and ill-posed problems ...It gives a nice introduction into the MATLAB world of images and deblurring problems.' Martin Hanke, Professor, Institut fur Mathematik, Johannes-Gutenberg-Universitat