三维模糊控制系统的仿真研究(英文)

三维模糊控制系统的仿真研究(英文)Simulation Study of Three-Dimensional Blurring Control SystemIntroduction：The three

() 三维模糊控制系统的仿真研究英文 SimulationStudyofThree-DimensionalBlurringControl System Introduction： Thethree-dimensionalblurringcontrolsystemisanadvanced technologyusedinimageprocessingtoeliminateorreducethe effectsofblursonanimage.Thissystemoperatesbyanalyzing andprocessingtheimagetodeterminethecauseoftheblurs,and thenappliesablurringcontrolalgorithmtoreduceoreliminate theblurs.Thistechnologycanbeappliedtoawiderangeof industries,includingmedicalimaging,surveillancesystems,and industrialinspection. Inthisstudy,wewillfocusonthesimulationofa three-dimensionalblurringcontrolsystem,particularlyinmedical imaging.Wewillevaluatetheperformanceofthesystemby analyzingthequalityoftheresultingimage,anddiscussthe benefitsofusingthistechnologyinmedicalimaging. Methodology: Tosimulatethethree-dimensionalblurringcontrolsystem,we usedadigitalphantomimagecreatedfromMRIdata.Theimage wasblurredusingaGaussianblurringfilterwithastandard deviationof2.0.Theblurredimagewasthenprocessedusinga three-dimensionalblurringcontrolalgorithm,whichwas implementedinMATLAB. Thealgorithmoperatesbyanalyzingtheblurredimageinthe frequencydomainanddeterminingthetransferfunctionofthe blurringfilter.Thistransferfunctionisthenusedtodesigna blurringcontrolfilterthatisappliedtotheimageinthefrequency domain.Theresultingimageisthentransformedbackintothe spatialdomaintoproducethefinalimage. Results: Weevaluatedtheperformanceofthethree-dimensional blurringcontrolsystembymeasuringtheimagequalitybefore andafterprocessing.Weusedtwoevaluationmetrics,including thepeaksignal-to-noiseratio(PSNR)andthestructuralsimilarity index(SSIM).