Cover Image

Sparse image and signal processing : wavelets and related geometric multiscale analysis /

Bibliographic Details
Main Authors: Starck, J.-L. (Jean-Luc), 1965- (Author), Murtagh, Fionn (Author), Fadili, Jalal M., 1973- (Author)
Format: Book
Language:English
Published: New York, NY : Cambridge University Press, 2015.
Edition:Second edition.
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
  • Multiscale geometric transforms
  • Sparsity and noise removal
  • Linear inverse problems
  • Morphological diversity
  • Sparse blind source separation
  • Dictionary learning
  • Three-dimensional sparse representations
  • Multiscale geometric analysis on the sphere
  • Compressed sensing
  • This book's take home message.