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基于角点采样的多目标跟踪方法

DOI: 10.11834/jig.20081014

Keywords: 多目标跟踪角点检测角点采样?K?近邻分类器

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Abstract:

Totrackmultipleobjectswhichwereoccludedeachother,amultitargettrackingmethodbasedonthesampledcornerswasproposed,whichextractedHarriscornerinformationasthetrainingsamplebeforeoccludingandused?K?nearestneighborhood(KNN)classifiertoclassifythecornersintheoccludingregion.Andthismethodcaneffectivelydistinctmultipletargetsthroughocclusion.Intheprocessofextractingcorners,thedualthresholdHarriscornerdetectionalgorithmwasproposed.Itcanadaptivelyandaccuratelyextractcorners.Theexperimentalresultsshowthattheproposedmethodcaneffectivelytrackmultipleobjectswhichwereoccludedanddidn’tsplitup.

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