Cover Image

Sparse image and signal processing : wavelets, curvelets, morphological diversity /

"Presenting the state of the art in sparse and multiscale image and signal processing, this book weds theory and practice to examine their applications in a diverse range of fields"--Provided by publisher.

Bibliographic Details
Main Author: Starck, J.-L. (Jean-Luc), 1965-
Other Authors: Murtagh, Fionn, Fadili, Jalal M., 1973-
Format: Book
Language:English
Published: Cambridge ; New York : Cambridge University Press, 2010.
Subjects:
Transformations (Mathematics)
Signal processing.
Image processing.
Sparse matrices.
Wavelets (Mathematics)
Table of 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.