Estimation of Fractal Dimension in Different Color Model

Int. J. Knowl. Discov. Bioinform. Pub Date : 1900-01-01 DOI:10.4018/IJKDB.2018010106

S. Kisan, Sarojananda Mishra, Ajay Chawda, Sanjay Nayak

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引用次数: 1

Abstract

Thisarticledescribeshowthetermfractaldimension(FD)playsavitalroleinfractalgeometry.It isadegreethatdistinguishesthecomplexityandtheirregularityoffractals,denotingtheamountof spacefilledup.Therearemanyprocedurestoevaluatethedimensionforfractalsurfaces,likebox count,differentialboxcount,andtheimproveddifferentialboxcountmethod.Thesemethodsare basicallyusedforgreyscaleimages.Theauthors’objectiveinthisarticleistoestimatethefractal dimensionofcolorimagesusingdifferentcolormodels.Theauthorshaveproposedanovelmethod fortheestimationinCMYandHSVcolorspaces.Inordertoachievetheresult,theyperformedtest operationbytakingnumberofcolorimagesinRGBcolorspace.Theauthorshavepresentedtheir experimentalresultsanddiscussedtheissuesthatcharacterizetheapproach.Attheend,theauthors haveconcludedthearticlewiththeanalysisofcalculatedFDsforimageswithdifferentcolorspace. KEywoRDS Box Count, CMY, DBC, Fractal Dimension, Fractal Geometry, HSV, Improved DBC, RGB

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不同颜色模型的分形维数估计

Thisarticledescribeshowthetermfractaldimension(FD)playsavitalroleinfractalgeometry。It isadegreethatdistinguishesthecomplexityandtheirregularityoffractals，denotingtheamountof spacefilledup。Therearemanyprocedurestoevaluatethedimensionforfractalsurfaces，likebox count，differentialboxcount，andtheimproveddifferentialboxcountmethod。Thesemethodsare basicallyusedforgreyscaleimages。Theauthors ' objectiveinthisarticleistoestimatethefractal dimensionofcolorimagesusingdifferentcolormodels。Theauthorshaveproposedanovelmethod fortheestimationinCMYandHSVcolorspaces。Inordertoachievetheresult，theyperformedtest operationbytakingnumberofcolorimagesinRGBcolorspace。Theauthorshavepresentedtheir experimentalresultsanddiscussedtheissuesthatcharacterizetheapproach。Attheend，theauthors haveconcludedthearticlewiththeanalysisofcalculatedFDsforimageswithdifferentcolorspace。关键词盒数，CMY, DBC，分形维数，分形几何，HSV，改进DBC, RGB

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Int. J. Knowl. Discov. Bioinform.

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