Sparse image and signal processing : wavelets, curvelets, morphological diversity / Jean-Luc Starck, Fionn Murtagh, Jalal M. Fadili.
By: Starck, J.-L (Jean-Luc)
.
Contributor(s): Murtagh, Fionn | Fadili, Jalal M.
Publisher: Cambridge : Cambridge University Press, 2010Description: xvii, 316 p., [16] p. of plates : ill. (some col.) ; 27 cm.ISBN: 9780521119139 (hbk.); 0521119138 (hbk.).Subject(s): Image processing | Signal processing | Transformations (Mathematics) | Sparse matrices | Wavelets (Mathematics)DDC classification: 621.367
Contents:
Introduction to the world of sparsity -- The wavelet transform -- Redundant wavelet transform -- Nonlinear multiscale transforms -- The ridgelet and curvelet transforms -- Sparsity and noise removal -- Linear inverse problems -- Morphological diversity -- Sparse blind source separation -- Multiscale geometric analysis on the sphere -- Compressed sensing.
| Item type | Current location | Call number | Status | Notes | Date due | Barcode |
|---|---|---|---|---|---|---|
| Main Collection | Taylor's Library-TU | 621.367 STA 2010 (Browse shelf) | Available | SOCIT,15008,03,GR | 5000121799 |
Includes bibliographical references and index.
Introduction to the world of sparsity -- The wavelet transform -- Redundant wavelet transform -- Nonlinear multiscale transforms -- The ridgelet and curvelet transforms -- Sparsity and noise removal -- Linear inverse problems -- Morphological diversity -- Sparse blind source separation -- Multiscale geometric analysis on the sphere -- Compressed sensing.