Sparse and redundant representations : from theory to applications in signal and image processing / Michael Elad.
Language: İngilizce Publisher: New York : Springer, 2010Description: xx, 376 p. : ill. ; 24 cmISBN:- 9781441970107
- TK5102.9 .E43 2010
Item type | Current library | Home library | Collection | Call number | Vol info | Copy number | Status | Date due | Barcode | |
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Book | Merkez Kütüphane Genel Koleksiyon / Main Collection | Merkez Kütüphane | Genel Koleksiyon | TK5102.9 .E43 2010 (Browse shelf(Opens below)) | 1 | 1 | Available | 0035740 |
1. Prologue. -- 2. Uniqueness and Uncertainty. -- 3. Pursuit Algorithms - Practice. -- 4. Pursuit Algorithms - Guarantees. -- 5. From Exact to Approximate Solutions. -- 6. Iterative - Shrinkage Algorithms. -- 7. Towards Average Performance Analysis. -- 8. The Dantzig - Selector Algorithm. -- 9. Sparsity - Seeking Methods in Signal Processing. -- 10. Image Deblurring - A Case Study. - 11. MAP versus MMSE Estimation. -- 12. The Quest for a Dictionary. -- 13. Image Compression - Facial Images. -- 14. Image Denoising. -- 15. Other Applications. -- 16. Epilogue
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