semi-supervisedlearningwithkerneldensityestimation
Insufficiencyoflabeledtrainingdataisamajorobstacleforautomaticallyannotatinglarge-scalevideodatabaseswithsemanticconcepts.Existingsemi-supervisedlearningalgorithmsbasedonparametricmodelstrytotacklethisissuebyincorporatingtheinformationinalargeamountofunlabeleddata.However,theyarebasedon
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