MAP and MMSE Estimators for the Co-sparse Analysis Model
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CreateSupports.m
DET2AnalysisErr2_temp.m
DET2AnalysisErr2lambda.m
DET2AnalysisErr2lambda_temp.m
DETAnalysisExhaustiveLambdas.m
LICENSE
MAP2AnalysisErr2.m
MAP2AnalysisErr2_temp.m
MMSEandMAPandDETAnalysisExhaustive.m
MMSEandMAPandMMAPAnalysisExhaustiveWithPerf.m
MMSEgibbs.m
MMSEgibbs_temp.m
OperatorG.m
OperatorG2.m
OperatorG3.m
OperatorG4.m
OracleAnalysis.m
PrecomputeMMAPTerms.m
README.md
batchobgErr2.m
createFigure1.m
createFigure2.m
createFigure3.m
createFigure4.m
createFigure5.m
createFigure6.m
createFigure7.m
runfigures2.m

README.md

MAP-MMSE-Analysis

Code for the work "On MAP and MMSE Estimators for the Co-sparse Analysis Model”

Please note that this is part of the code for the paper above. The code may have bugs or gaps with the paper results. You may want to compare it with the paper and the implementations details presented there.

You are welcomed to send me comments and questions to javiert@cs.technion.ac.il .

Please, if you use this code in any way, cite the following paper: Turek, J.S.; Yavneh, I.; Elad, M., “On MAP and MMSE Estimators for the Co-sparse Analysis Model”, Digital Signal Processing, Mar. 2014.

Thank you, The authors.