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Introduction to inverse problems in imaging Book

Introduction to inverse problems in imaging
Introduction to inverse problems in imaging, This is a graduate textbook on the principles of linear inverse problems, methods of their approximate solution and practical application in imaging. The level of mathematical treatment is kept as low as possible to make the book suitable for a wide range, Introduction to inverse problems in imaging has a rating of 3 stars
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Introduction to inverse problems in imaging, This is a graduate textbook on the principles of linear inverse problems, methods of their approximate solution and practical application in imaging. The level of mathematical treatment is kept as low as possible to make the book suitable for a wide range, Introduction to inverse problems in imaging
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  • Introduction to inverse problems in imaging
  • Written by author Mario Bertero,Patrizia Boccaci,P. Boccacci
  • Published by Bristol, UK ; Institute of Physics Pub., c1998., 1998/01/01
  • This is a graduate textbook on the principles of linear inverse problems, methods of their approximate solution and practical application in imaging. The level of mathematical treatment is kept as low as possible to make the book suitable for a wide range
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Preface
1 Introduction 1
Pt. 1 Image deconvolution 17
2 Some mathematical tools 19
3 Examples of image blurring 50
4 The ill-posedness of image deconvolution 75
5 Regularization methods 98
6 Iterative regularization methods 137
7 Statistical methods 168
Pt. 2 Linear inverse imaging problems 189
8 Examples of linear inverse problems 191
9 Singular value decomposition (SVD) 220
10 Inversion methods revisited 247
11 Fourier-based methods for specific problems 268
12 Comments and concluding remarks 295
Pt. 3 Mathematical appendices 309
A Euclidean and Hilbert spaces of functions 311
B Linear operators in function spaces 317
C Euclidean vector spaces and matrices 322
D Properties of the DFT and the FFT algorithm 328
E Minimization of quadratic functionals 335
F Contraction and non-expansive mappings 339
G The EM method 343
References 346
Index 347


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Introduction to inverse problems in imaging, This is a graduate textbook on the principles of linear inverse problems, methods of their approximate solution and practical application in imaging. The level of mathematical treatment is kept as low as possible to make the book suitable for a wide range, Introduction to inverse problems in imaging

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Introduction to inverse problems in imaging, This is a graduate textbook on the principles of linear inverse problems, methods of their approximate solution and practical application in imaging. The level of mathematical treatment is kept as low as possible to make the book suitable for a wide range, Introduction to inverse problems in imaging

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Introduction to inverse problems in imaging, This is a graduate textbook on the principles of linear inverse problems, methods of their approximate solution and practical application in imaging. The level of mathematical treatment is kept as low as possible to make the book suitable for a wide range, Introduction to inverse problems in imaging

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