Modeling and inverse problems in image analysis. Transl. from the French (Q1856433)

See the review of the original French edition from 2000, Zbl 0938.68135. Contents (Chapter headings): 1. Introduction. I: Spline models. 2. Nonparametric spline models; 3. Parametric spline models; 4. Auto-associative models. II: Markov models. 5. Fundamental aspects; 6. Bayesian estimation; 7. Simulation and optimization; 8. Parameter estimation. III: Modeling in action. 9. Model building; 10. Degradation in imaging; 11. Detection of filamentary entities; 12. Reconstruction and projections; 13. Matching.