牛乳體細(xì)胞圖像處理及計(jì)數(shù)方法的研究.pdf

1、內(nèi)蒙古農(nóng)業(yè)大學(xué)碩士學(xué)位論文牛乳體細(xì)胞圖像處理及計(jì)數(shù)方法的研究姓名：劉俊麗申請(qǐng)學(xué)位級(jí)別：碩士專業(yè)：農(nóng)業(yè)電氣化與自動(dòng)化指導(dǎo)教師：薛河儒20070501ResearchonMilkSomaticCellImageProcessingandCountingMethodAbstractSomaticCellCounting(scoisallimportantindexofmilkqualitymeasurementandbovinemastiti

2、sdiagnosisThispapermainlyconcentratesOntheresearchofpreprocessing，segmentationpostprocessingandmilksomaticcellimagescountingAnd811imageprocessingandSCCsoftwaresystembasedonimageprocessingisdevelopedinthispaperThemainwork

3、islistedasfollowsFirstlytheweightedmeanapproachisusedtotransformcolorimageintograyimage，andgaussfilterisappliedtemovetheimagenoiseAnimagesegmentationapproachbasedonthresholdisadoptedandasegmentationapproachusingOtsumetho

4、dcombinedwithseedfillingalgorithmisproposedbasedoncharacterofsomaticcellimageandtheexistedcellsegmentationapproaches，Animprovedsegmentationapproachbasedonimagefusionmethodisado。ptedtofusetheedgeinformationimageandthesegm

5、entedimage，whichmayobtainsegmentedceilswithsmoothandCkcularedgeinformationBecauseofsomefactorsaffectaccuratecounting，themorphologymethodisappliedtocompletepost—processingandthebinaryimagewiththesinglecellasaconnectregion

6、isobtainedfinallyThemaingoaloftheresearchistodevelopafastandaccurateSCCstrategyAfteranalyzingandcomparingtheexistedimagemarkingandcountingmethods，‘‘FireSpread”isadoptedtOSCCAsisshownintheexperimentalresultsitisanappropri

7、atesomaticcellscountingmethodwithfastandreasonableperformanceFinallySCCsoftwareisrealizedunderCBuilderandasimplesomaticcelldatabaseisbuihKeywords：Ml&SomatcCell；Cellcounting；ImageProcessing；ImageSegmentation；Imagefusion；M