Image Processing Using Bilateral Filtering With Future Scope In Parellel Processing

Authors :: Aman Arora
Prof. S.N Palod
Publication Year :: 2018
Publisher :: Zenodo, 2018.
Abstract: Bilateralfilteringsmoothsimageswhilemaintainingedges,byuseofanonsimilarcombinationofnearingimagevalues.Themethodislesstimeconsuming,local,andeasy.Itclubstogethergraylevelsorcolorsbasedonboththeirgeometricclosenessandtheirphotometricsimilarity,andprefersnearvaluestodistantvaluesinbothdomainandrange.Also,incontrastwithstandardfiltering,bilateralfilteringgeneratesnophantomcolorsalongedgesincolorimages,andreducesphantomcolorswheretheyappearintheoriginalimage.Aftersuccessfulprocessing,thiswillbeimplementedonGPGPUforfasterimplementations. Keywords:BilateralFiltering,Denoising,GPGPU(GeneralPurposeComputingforGraphicsProcessingUnit)

Subjects :: Computer Science::Computer Vision and Pattern Recognition
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
ComputingMethodologies_COMPUTERGRAPHICS

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