< Master index Index for eidors/solvers/inverse >

Index for eidors/solvers/inverse

Matlab files in this directory:

 GREIT_desired_img_FEMmeshGREIT_DESIRED_IMG_FEMmesh GREIT onto a FEM mesh
 GREIT_desired_img_originalGREIT_DESIRED_IMG_ORIGINAL The original desired solution for GREIT
 GREIT_desired_img_sigmoidGREIT_DESIRED_IMG_SIGMOID sigmoid-decay desired image function for GREIT
 RtR_prior_elem2nodesRtR_PRIOR_ELEM2NODES: Convert elem to nodal RtR Image Prior
 TV_operator_2D03/12/00 By Andrea Borsic
 TV_operator_3DL=TV_operator_3D( msh )
 calc_GREIT_RMCALCULATE GREIT reconstruction matrix
 calc_TSVD_RMCALC_TSVD_RM: Calculated truncated Jacobian SVD reconstruction matrix
 calc_image_SNR% CALC_IMAGE_SNR: Calculates the signal-to-noise ratio (SNR) in the image
 calc_lambda_regtools% CALC_LAMBDA_REGTOOLS: Find optimal hyperparameter by the L-curve (LCC)
 calc_noise_figureCALC_NOISE_FIGURE: calculate the noise amplification (NF) of an algorithm
 calc_reciproc_errorCALC_RECIPROC_ERROR: CALCULATE RECIPROCITY ERROR MATRIX
 calc_solution_errorCALC_SOLUTION_ERROR Calculate residuals for a solution
 choose_image_SNR% CHOOSE_IMAGE_SNR: choose hyperparameter based on image SNR calculation
 choose_noise_figureCHOOSE_NOISE_FIGURE: choose hyperparameter based on NF calculation
 get_RM% GET_RM: obtains the reconstruction matrix from a given inverse model
 inv_solve_TSVDINV_SOLVE_TSVD: inverse solver based on truncatated SVD
 inv_solve_TV_irlsINV_SOLVE_TV_IRLS Iteratively Reweighted Least Squares inverse solver
 inv_solve_TV_pdipmINV_SOLVE_TV_PDIPM inverse solver for Andrea Borsic's
 inv_solve_abs_GN_constrainDo Gauss Netwon Method with barrier to ensure positvity of the con
 inv_solve_abs_GN_priorINV_SOLVE_ABS_GN_PRIOR inverse solver (WITH DIFFERENT PRIOR AT ITERATION!!!!!)
 inv_solve_abs_annealingMetropolis_paramsINV_SOLVE_ABS_ANNEALINGSIMPLEX_PARAMS absolute solver using the simplex annealing method.
 inv_solve_abs_annealingSimplex_paramsINV_SOLVE_ABS_ANNEALINGSIMPLEX_PARAMS absolute solver using the simplex annealing method.
 inv_solve_abs_pdipmINV_SOLVE_ABS_PDIPM inverse solver for absolute data using Primal/Dual interior point method
 inv_solve_backprojINV_SOLVE_BACKPROJ inverse solver using backprojection
 inv_solve_cgfunction img= inv_solve_cg( inv_model, data1);
 inv_solve_conj_gradINV_SOLVE_CONJ_GRAD inverse solver based on the CG
 inv_solve_coreINV_SOLVE_CORE Solver using a generic iterative algorithm
 inv_solve_diff_GN_one_stepINV_SOLVE_DIFF_GN_ONE_STEP inverse solver using approach of Adler&Guardo 1996
 inv_solve_diff_kalmanINV_SOLVE_DIFF_KALMAN inverse solver for difference EIT
 inv_solve_diff_pdipmINV_SOLVE_DIFF_PDIPM inverse solver for difference data using Primal/Dual interior point method
 inv_solve_gnfunction img= inv_solve_gn( inv_model, data1);
 inv_solve_mcmcNP_INV_SOLVE inverse solver for Nick Polydorides EIDORS3D code
 inv_solve_time_priorINV_SOLVE_TIME_PRIOR inverse solver to account for time differences
 inv_solve_trunc_iterativeINV_SOLVE_TRUNC_ITERATIVE using Morozov truncated iteration
 line_optimizeLINE_OPTIMIZE Cheap line optimizer
 line_search_o2function [alpha, img, dv, opt] = line_search_o2(imgk, dx, data1, img1, N, W, hps2RtR, dv0, opt)
 line_search_onm2function [alpha, img, dv, opt] = line_search_onm2(imgk, dx, data1, img1, N, W, hps2RtR, hpt2LLt, dv0, opt)
 meas_icov_rm_elecsMEAS_ICOV_RM_ELECS: remove electrodes from consideration
 mk_GN_modelMK_GN_MODEL: make EIDORS inverse models using the GREIT approach
 nodal_solveNODAL_SOLVE inverse solver using approach of Adler&Guardo 1996
 primaldual_tvrecon_lsearch[rs,x]=primaldual_tvrecon_lsearch(inv_mdl, vmeas, ...
 prior_TVPRIOR_TV calculate Total Variation image prior
 prior_covarPRIOR_COVAR image prior with distance-based interelement covar
 prior_exponential_covarPRIOR_EXPONENTIAL_COVAR image prior with exponential
 prior_gaussian_HPFPRIOR_GAUSSIAN_HPF calculate image prior
 prior_gaussian_likelihoodParameters for image
 prior_laplacePRIOR_LAPLACE calculate image prior
 prior_laplace_oldPRIOR_LAPLACE calculate image prior
 prior_movementPRIOR_MOVEMENT calculate image prior
 prior_noserPRIOR_NOSER calculate image prior
 prior_tikhonovPRIOR_TIKHONOV calculate image prior
 prior_time_smoothPRIOR_TIME_SMOOTH calculate image prior
 solve_use_matrixSOLVE_USE_MATRIX solve using reconstruction matrix

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