基于軟計算方法數(shù)學(xué)形態(tài)學(xué)的研究與應(yīng)用.pdf

1、江南大學(xué)碩士學(xué)位論文基于軟計算方法數(shù)學(xué)形態(tài)學(xué)的研究與應(yīng)用姓名：劉學(xué)峰申請學(xué)位級別：碩士專業(yè)：計算機(jī)應(yīng)用技術(shù)指導(dǎo)教師：王士同20080601AbstractAbstractneprinciplesandpropertiesofsoftcomputingandmathematicalmorphologyarereviewedAccordingtothis，soft—multi—structuralelementsandSoftmorphol

2、ogicaloperationsbasedonsoftcomputingareintroducedBasedontheinvestigationoftheirpropertiesandtheIinksbetweenthementionedoperatorswithclassicalmorphologicaloperatorssomeapplicationsforimageprocessingsuchasthemorphologicalf

3、ilters，edgedetectionarepresentedExperimentalresultsdemonstratethattheabilityofcolorimageprocessingbasedonthemorphologicaloperationsbasedonsoftcomputingissuperiortotheclassicalone，andt11atthealgorithmpossessesexcellentper

4、formanceonthenoiserestrainedTheworkincludesthefollowingsubjects：1)Basedontheclassicalstructuralelementsanewstructuralelement(Soft—multi—structuralelements)iSpresentedAnewfilteriSconstructedbasedonitExperimentalresultssho

5、wthatthenewstructuralelementiSbetterthanclassicalstructuralelementsonthecolorimageprocessing2)BasedontheTSfuzzysystemandsoftmultistructuralelementsmathematicalmorphologynewfilterandedgedetectionarepresentedoncolorimagepr

6、ocessingofHSIOurexperimentalresultsdemonstratethatitiSpossibletoimprovetheresultsindenoisingbyusingthealgorithm3)InthespaceofHSVanewfilterispresentedoncolormorphologybasedonfuzzycombinationandsoftmulti—structuralelements

7、ColorimagepixelsaresortedbythevalueoffuzzycombinationMorphologicalfilterbasedontherankingoffuzzycombinationcangetbetterresultsthanbasedontherankingofHSVExperimentalresultsdemonstratethattheabilityofcolorprocessingbasedon

8、thenewmorphologyissuperiortotheclassicalone，andthatthealgorithmpossessesexcellentperformanceonthenoiserestrained4)BasedonSugenofuzzyintegralandsoftmultistructuralelements，newfilterandedgedetectionarepresentedColorimagepi

9、xelsaresortedbythevalueofSugenofuzzyintegralComparingwithotherstructuralelements，softmulti—structuralelementsarebetteronthenoiserestrainedMorphologicaltransformbasedontherankingofSugenofuzzyintegralCangetbeaerresultsthan

10、basedontherankingofHSVExperimentalresultsdemonstratethattheabilityOfcolorprocessingbasedonthenewmorphologyissuperiortotheclassicalone，andthatthealgorithmpossessesexcellentperformanceonthenoiserestrainedandobtainedbetterr