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Comparison of tracking results with other mainstream methods.

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posted on 2025-01-10, 20:14 authored by Guoqing Zhang, Jiandong Liu, Yongxiang Zhao, Wei Luo, Keyu Mei, Penggang Wang, Yubin Song, Xiaoliang Li

Comparison of tracking results with other mainstream methods.

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    PLOS ONE

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    • Space Science
    • Biological Sciences not elsewhere classified
    • Information Systems not elsewhere classified
    • Science Policy

    Keywords

    unmanned aerial vehiclesuavs ), utilizingtransfer learning techniquessuppressing irrelevant informationreducing missed detectionspartially occluded targetsoffering valuable insightsglobal economy expandsdeep sort algorithmsdeep sort algorithmbecome increasingly crucialship monitoring scenariosmodel &# 8217limited ship datadeep sort modelemphasizing salient featuresenhanced system achievesdemonstrated robust performanceimproves detection accuracyship detectionmodel trainingstable featuresxlink ">waterway transportationunlinked trackssignificant challengespartial convolutionlogistics sectorirregularly shapediou metricinvalid regionsgrowth presentsfeature extractionfalse negativesextensive evaluationdiou metricdetected objectscritical referencecomputational demandsartificial intelligencearticle introducesalso reducesaddress issues

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    CC BY 4.0CC BY 4.0

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