A robust method for inverse halftoning via two-dimensional nonlinear pyramid-中国Betway体育网页登陆

摘要 Basedontheprincipleofspatialpyramidforsignal,amulti-scaletransformoftwo-dimensional(2D)in-terpolatingpyramidisconstructedbythenonlinearmedianoperator.Thetransformpropertiesoferrordiffusehalftoningnoiseonmultiplescalesareinvestigatedandanalyzedthroughexperiments.Accordingtotheseproperties,arobustinversehalftoningmethodisproposed.Thehalftoningimageisfirstlypre-processedbyaGaussianlow-passfilter,anddecomposedbytheone-scaletransform.ThenaWienerfilterisemployedtothedetailedcoefficients.Finallyaninverseimageisreconstructed.Experimentalresultsshowthattheproposedtransformhastheadvantageofseparatingthehalftoningnoiseandimagedetailoverlinearmulti-resolutiontransform.Thepresentedinversehalftoningmethodperformssomeexcellentabilitiesonsharpedge,highpeaksignal-to-noiseratio(PSNR),andsmallmemoryrequirement.

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A robust method for inverse halftoning via two-dimensional nonlinear pyramid

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