Definition
Imagedataminingisusedtominethehiddenknowledgeinlarge-scaleimagedata,variousrelationshipswithinorbetweenimages,andvariousotherhiddeninimagedata.Atechniqueofpattern.
Involvingimageacquisition,imagestorage,imagecompression,multimediadatabase
Involvingimageprocessingandanalysis,patternrecognition,computervision,imageretrieval,machinelearning,artificialintelligence,knowledgeexpression.
Classification
1.Classificationaccordingtotheformatofimagedata
Accordingtotheformatofimagedata,imagedataminingcanbedividedintovectordata-baseddataminingandDataminingbasedonrasterdata.Therepresentationofimagedataisdividedintotwotypes:rasterdataandvectordata.Mostimagesdirectlygeneratedbyimagingequipmentarecomposedofrasterdata,thatis,unprocessedoriginalimagesarecomposedofrasterdata.of.
2.Classificationaccordingtothesourceofimagedata
Accordingtothesourceofimagedata,imagedataminingcanbedividedintodataminingbasedonlocalimagefilesanddataminingbasedonlocalmultimediadatabases.,Dataminingbasedonnetworkimagefilesanddataminingbasedonnetworkmultimediadatabase.
3.Classificationaccordingtothedepthofimagedatamining
Accordingtothedepthofimagedatamining,imagedataminingcanbedividedintoimagepixel-basedlow-leveldataminingandimage-baseddataminingHigh-leveldataminingwithsemanticgoals.
4.Classificationaccordingtothespecificobjectsofimagedatamining
Accordingtothespecificobjectsofimagedatamining,imagedataminingcanbedividedintoimagedescription-baseddataminingandimagecontent-baseddataminingDatamining.
5.Classificationaccordingtotheframeworkofimagedataminingsystem
Accordingtotheframeworkofimagedataminingsystem,imagedataminingcanbedividedintodataminingbasedonfunctionalsystemframeworkandinformationsystembasedonDataminingoftheframework.