Elad, Michael <br/><br/>
Sparse and redundant representations :  from theory to applications in signal and image processing / 
Michael Elad. 
 - xx, 376 p. :  ill. ;  24 cm. 
<br/><br/>
<br/><br/>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 
<br/><br/><label>ISBN: </label>9781441970107 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Image processing--Mathematics<br/>Görüntü işleme--Matematik<br/>Sinyal işleme--Matematik<br/>Signal processing--Mathematics
<br/><br/><label>LC Class. No.: </label>TK5102.9  / .E43 2010