Определение
Imagedataminingisusedtominethehiddenknowledgeinlarge-scaleimagedata,variousrelationshipswithinorbetweenimages,andvariousotherhiddeninimagedata.Atechniqueofpattern.
Involvingimageacquisition,imagestorage,imagecompression,multimediadatabase
Involvingimageprocessingandanalysis,patternrecognition,computervision,imageretrieval,machinelearning,artificialintelligence,knowledgeexpression.
Класификация
1. Класификация според формата на данните за изображения
Accordingtotheformatofimagedata,imagedataminingcanbedividedintovectordata-baseddataminingandDataminingbasedonrasterdata.Therepresentationofimagedataisdividedintotwotypes:rasterdataandvectordata.Mostimagesdirectlygeneratedbyimagingequipmentarecomposedofrasterdata,thatis,unprocessedoriginalimagesarecomposedofrasterdata.of.
2. Класификация според източника на данни за изображения
Accordingtothesourceofimagedata,imagedataminingcanbedividedintodataminingbasedonlocalimagefilesanddataminingbasedonlocalmultimediadatabases.,Dataminingbasedonnetworkimagefilesanddataminingbasedonnetworkmultimediadatabase.
3.Класификацияaccordingtothedepthofimagedatamining
Accordingtothedepthofimagedatamining,imagedataminingcanbedividedintoimagepixel-basedlow-leveldataminingandimage-baseddataminingHigh-leveldataminingwithsemanticgoals.
4.Класификацияaccordingtothespecificobjectsofimagedatamining
Accordingtothespecificobjectsofimagedatamining,imagedataminingcanbedividedintoimagedescription-baseddataminingandimagecontent-baseddataminingDatamining.
5.Класификацияaccordingtotheframeworkofimagedataminingsystem
Accordingtotheframeworkofimagedataminingsystem,imagedataminingcanbedividedintodataminingbasedonfunctionalsystemframeworkandinformationsystembasedonDataminingoftheframework.