简介：Theresultsofautomaticclassificationoftheperipheralbloodleukocytecategoriesarepresented.Thisclassificationwasperformedbymeansofdigitalimageprocessingandpatternrecognitiontechniques.Inthispaper,anautomaticmicroscopecellularanalysissystemforthispurposeisgivenandasetofalgorithmsforleukocyterecognitions,whichincludesindividualcell’sdetection,scenesegmentation,featureextraction,selectionandclassifierdesign,isproposed.Asaresultofteston3000leukoeytesdigitizeddirectlyfrom21peripheralbloodsmears,92percentofthemwereclassifiedcorrectlyinthissystem.Thecategorieswerebandneutrophils,seg-mentedneutrophils,monocytes,eosinophils,basophilsandlyrnphoeytes.
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