Sampling, Wavelets, and Tomography
John J. Benedetto, Ahmed I. Zayed
Résumé
Sampling, Wavelets, and Tomography are three active areas of contemporary mathematics with numerous applications in signal and image processing and medical imaging technology. They share common roots that lie at the heart of harmonic and Fourier analysis. Also, the advent of new techniques in mathematical analysis has strengthened their interdependence and has led to new and interesting results. This state-of-the-art work reflects the contributions of renowned mathematicians and engineers, all experts in their respective areas. One of the key features of the book is an introductory chapter, written by the editors, to stress the interdependence of the three areas covered. Part I deals with sampling issues, both theoretical and applied. On the theoretical front, the mathematical foundations of sampling as related to sampling in general function spaces are presented, as well as in the multiresolution analysis setting. The applied issues include sampling of linear and stochastic processes, sampling in signal analysis and image processing, data compression, digital filtering, and error analysis. Part II includes chapters on wavelets, multiresolution analysis, frames, and Gabor analysis, while Part III is devoted entirely to tomography and medical imaging. This book will serve as a comprehensive reference text in all of the above subjects as well as a supplementary graduate text in seminars treating applications of harmonic analysis.
Written for:
Graduate students, applied mathematicians, engineers, practitioners
L'auteur - John J. Benedetto
Sommaire
- A Prelude to Sampling, Wavelets, and Tomography (Ahmed I. Zayed)
- Part I: Sampling and Frames
- Sampling Without Input Constraints: Consistent Reconstruction in Arbitrary Spaces (Yonina C. Eldar)
- An Introduction to Irregular Weyl-Heisenberg Frames (Peter G. Casazza)
- Robustness of Regular Sampling in Sobolev Algebras (Hans G. Feichtinger and Tobias Werther)
- Adaptive Irregular Sampling in Meshfree Flow Simulation (Armin Iske)
- Part II: Wavelets
- Polynomial Matrix Factorization, Multidimensional Filter Banks and Wavelets (N. K. Bose and S. Lertrattanapanich)
- Sampling Theorems for Non-Bandlimited Signals (P. P. Vaidyanathan)
- Function Spaces Based on Wavelet Expansions (Stéphane Jaffard)
- Generalized Frame Multiresolution Analysis of Abstract Hilbert Spaces (Manos Papadakis)
- Part III: Tomography
- Sampling Theory and Parallel-Beam Tomography (Adel Faridani)
- Filtered Backprojection Algorithms For Spiral Cone Beam CT (Alexander Katsevich and Guenter Lauritsch)
- Thin-Plate Spline Interpolation (David C. Wilson and Bernard Mair)
- Index
Caractéristiques techniques
PAPIER | |
Éditeur(s) | Birkhäuser |
Auteur(s) | John J. Benedetto, Ahmed I. Zayed |
Parution | 22/01/2004 |
Nb. de pages | 345 |
Format | 16 x 24 |
Couverture | Relié |
Poids | 635g |
Intérieur | Noir et Blanc |
EAN13 | 9780817643041 |
ISBN13 | 978-0-8176-4304-1 |
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