solveTV2_morec.cpp Solves the TV-L2 proximity problem by applying a More-Sorensen + Projected Gradient algorithm. Parameters: - 0: refere

Solves the TV-L1 proximity problem by applying a hybrid Taut String algorithm. Parameters: - 0: reference signal y. - 1: lambda penalty.

solveTV2_PGc.cpp Solves the TV-L2 proximity problem by applying a Projected Gradient algorithm. Parameters: - 0: reference signal y.

solveTV1_condat.cpp Solves the TV-L1 proximity problem by applying Condat's segment construction method. Parameters: - 0: reference signa

solveTV2D_CondatChambollePock.cpp Solves the 2 dimensional TV proximity problem by applying Condat's or Chambolle-Pock splitting algorithm. Pa

solveTVgen.cpp Solves the general TV proximity problem by applying a Proximal stacking strategy. Parameters: - 0: multidimensional refere

solveTV2D_PD.cpp Solves the 2-dimensial TV proximity problem by applying a Proximal Dykstra method. Parameters: - 0: multidimensional ref

solveTVp_GPFW.cpp Solves the general TV-Lp proximity problem by applying a Gradient Projection + Frank-Wolfe method. Parameters: - 0: ref

TVL1Weighted.cpp Matlab interface to TV-L1 proximity solver using Projected Newton. Parameters: - 0: reference signal y. - 1: lambda

solveTV1_linearizedTautString.cpp Solves the TV-L1 proximity problem by applying a linearized Taut String algorithm. Parameters: - 0:

solveTV2DL1W_tautString.cpp Matlab interface to weighted 2D-TV-L1 proximity solver using taut string method. Parameters: - 0: reference s

solveTV1_johnson.cpp Solves the TV-L1 proximity problem by applying Johnson's dynamic programming method. Parameters: - 0: reference sign

solveTV1_classicTautString.cpp Solves the TV-L1 proximity problem by applying a Taut String algorithm. Parameters: - 0: reference signal

TVL1Weighted_tautString.cpp Matlab interface to TV-L1 proximity solver using taut string method. Parameters: - 0: reference signal y.

solveTV2D_Kolmogorov.cpp Solves the 2 dimensional TV proximity problem by applying Kolmogorov et al splitting algorithm. Parameters: - 0:

TVL1SecondOrder.cpp Matlab interface to 2nd order TV-L1 proximity solver using Projected Newton. Parameters: - 0: reference signal y.

solveTV2D_Yang.cpp Solves the 2 dimensional TV proximity problem by applying Yang's et al ADMM algorithm. Parameters: - 0: bidimensional

solveTVND_PDR.cpp Solves the general TV proximity problem by applying a Parallel Douglas Rachford splitting algorithm. Parameters: - 0: m

solveTV.cpp Solves 1-dimensional unweighted TV proximity problems by applying the most appropriate algorithm Parameters: - 0: reference s

solveTV1_condat.cpp Solves the TV-L1 proximity problem by applying Condat's segment construction method. Parameters: - 0: reference signa

solveTV3D_Yang.cpp Solves the 3 dimensional TV proximity problem by applying Yang's et al ADMM algorithm. Parameters: - 0: bidimensional

solveTV1_PN.cpp Solves the TV-L1 proximity problem by applying a Projected Newton algorithm. Parameters: - 0: reference signal y. -

Performs radial projection of a given point x. The present norm of x and desired norm lambda must be provided. @argument x point to project.

Tests 1-dimensional TV methods

Tests 1-dimensional TV methods for integer inputs

Tests that all 2D-TV methods produce equivalent results

Tests that 2D-TV1w == 2D-TV1 for unit weights

Tests that 2D-TVp == 2D-TV1 when p=1

r"""Issue reported by emengd Make the solver fail due to missing checks on integer arguments

Tests that the general solver returns correct 1d solutions

Tests that the general solver returns correct 2d solutions

Test applying several regularizers on same dimension

Test that the general solver does not crash for high-d tensors

Test that all 1D-lp-TV methods produce equivalent results