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iuwt.jl's Introduction

IUWT

IUWT.jl contains a Julia implementation of the second generation Isotropic Undecimated Wavelet Transform (IUWT):

J.-L. Starck, J. Fadili, and F. Murtagh, “The Undecimated Wavelet Decomposition and its Reconstruction,” Image Processing, IEEE Transactions on, vol. 16, no. 2, pp. 297–309, 2007.

This Julia implementation is a transcription of this Python code.

Installation

Pkg.clone("https://github.com/andferrari/IUWT.jl.git")

Usage

using IUWT
x = rand(128,128)
coef, c0 = iuwt_decomp(x, 7, store_c0 = true);
norm(x - iuwt_recomp(coef, 0, c0 = c0))

IUWT.iuwt_decomp_adj() implements a very slow adjoint operator of the IUWT transform.

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