| Description |
1 online resource (358 p.) |
| Contents |
Cover -- Half Title -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface to the first edition -- Preface to the second edition -- Author Bios -- Acronyms -- 1. Introduction -- Part I: Image Deconvolution -- 2. Examples of image blurring -- 3. The ill-posedness of image deconvolution -- 4. Quadratic Tikhonov regularization and filtering -- 5. Iterative regularization methods -- Part II: Linear Inverse Problems -- 6. Examples of linear inverse problems -- 7. Singular value decomposition (SVD) -- 8. Inversion methods revisited -- 9. Edge-preserving regularization |
|
10. Sparsity-enforcing regularization -- Part III: Statistical Methods -- 11. Statistical approaches to linear inverse problems -- 12. Statistical methods in the case of additive Gaussian noise -- 13. Statistical methods in the case of Poisson data -- 14. Conclusions -- References -- Index |
| Notes |
Description based upon print version of record |
| Subject |
Image processing -- Mathematics
|
|
Image processing -- Mathematics
|
| Form |
Electronic book
|
| Author |
Boccacci, P
|
|
De Mol, Christine
|
| ISBN |
9781000516357 |
|
1000516350 |
|
