TY - GEN AU - Elad,Michael TI - Sparse and redundant representations: from theory to applications in signal and image processing SN - 9781441970107 AV - TK5102.9 .E43 2010 PY - 2010/// CY - New York PB - Springer KW - Image processing KW - Mathematics KW - Görüntü işleme KW - Matematik KW - etuturkob KW - Sinyal işleme KW - Signal processing N1 - Includes bibliographical references and index; 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 ER -