mstorath / L1TV

Denoising/reconstruction of piecewise constant signals using the L1TV model

Matlab functions for estimation (denoising/reconstruction) of approximately piecewise constant signals. The functions are reference implementations of the method described in the paper

M. Storath, A. Weinmann, M. Unser. Exact algorithms for L^1-TV regularization of real-valued or circle-valued signals. SIAM Journal on Scientific Computing, 38(1), A614-A630, 2016

Technical report here

See also Pottslab for related functions

Estimation of real-valued signals

Estimates a real-valued signal using the L1-TV model (exact non-iterative solver)

Estimation of circle-valued signals

Estimates a circle-valued signal using the L1-TV model (exact non-iterative solver)

Installation and usage

• Set the Matlab path by calling setPath.m
• Run the demos of the Demos folder