Title :
Divergence-Free Wavelet Frames
Author :
Bostan, Emrah ; Unser, Michael ; Ward, John Paul
Author_Institution :
Biomed. Imaging Group, Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
Abstract :
We propose an efficient construction of wavelet frames in any number of dimensions that are divergence-free. Our approach is based on applying the Leray projector, which is scale-invariant, to a standard wavelet frame. We prove that the projected wavelets retain the basic characteristics (decay rate and order of vanishing moments) of the initial wavelets. Since the Leray projector is also shift-invariant, it is defined as a Fourier multiplier, and our construction is implemented efficiently using the fast Fourier transform. In order to illustrate the practicality of the method, we present vector field denoising experiments.
Keywords :
fast Fourier transforms; image denoising; wavelet transforms; Fourier multiplier; Leray projector; divergence-free wavelet frames; fast Fourier transform; vector field denoising experiments; Biomedical imaging; Blood; Materials; Noise reduction; Vectors; Wavelet transforms; Denoising; divergence-free wavelets; flow MRI; phase-contrast MRI; soft-thresholding; tight wavelet frames; vector fields; vector wavelets; wavelet denoising;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2015.2388794