Computational Methods for Inverse Problems - Brossura

Vogel, Curtis R.

 
9780898715507: Computational Methods for Inverse Problems

Sinossi

Provides a basic understanding of both the underlying mathematics and the computational methods used to solve inverse problems.

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Descrizione del libro

Provides the reader with a basic understanding of both the underlying mathematics and the computational methods used to solve inverse problems. It also addresses specialized topics like image reconstruction, parameter identification, total variation methods, nonnegativity constraints, and regularization parameter selection methods.

Contenuti

Preface; 1. Introduction; 2. Analytical Tools; 3. Numerical Optimization Tools; 4. Statistical Estimation Theory; 5. Image Deblurring; 6. Parameter Identification; 7. Regularization Parameter Selection Methods; 8. Total Variation Regularization; 9. Nonnegativity Constraints; Bibliography; Index.

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