TY  - BOOK
AU  - Unser,Michael
AU  - Tafti,Pouya D.
TI  - Introduction to sparse stochastic processes
SN  - 9781107058545 (hardback)
U1  - 519.23 23
PY  - 2014///
CY  - Cambridge
PB  - Cambridge University Press
KW  - Stochastic differential equations
KW  - Random fields
KW  - Gaussian processes
N1  - Includes bibliographical references and index; 1. Introduction; 
2. Roadmap to the book; 
3. Mathematical context and background; 
4. Continuous-domain innovation models; 
5. Operators and their inverses; 
6. Splines and wavelets; 
7. Sparse stochastic processes; 
8. Sparse representations; 
9. Infinite divisibility and transform-domain statistics; 
10. Recovery of sparse signals; 
11. Wavelet-domain methods; 
12. Conclusion; 
Appendix A. Singular integrals; 
Appendix B. Positive definiteness; 
Appendix C. Special functions;
References;
Index
N2  - A detailed guide to sparsity, providing a description of their transform-domain statistics and applying the models to practical algorithms
ER  -