【深層学習】Global Link

Index

Global Link

深層学習における Object Tracking において ReID の改善に利用される手法.

• Object Tracking
  • xxx

CML-TSML / 2016

• Tracklet Association by Online Target-Specific Metric Learning and Coherent Dynamics Estimation
  • [2015]
  • arxiv.org

TNT / 2018

• Exploit the Connectivity: Multi-Object Tracking with TrackletNet
  • [2018]
  • arxiv.org

TPM / 2020

• TPM: Multiple object tracking with tracklet-plane matching
  • [2020]
  • https://weiyaolin.github.io/pdf/TPM.pdf

ReMOT / 2020

• ReMOT: AModel-agnostic Refinement for Multiple Object Tracking
  • [2020]
  • https://ahcweb01.naist.jp/papers/journal/2020/2020_IVC_fan-ya_2/202012_IVC_fan-ya.paper.pdf

GIAOTracker / 2022

• GIAOTracker: A comprehensive framework for MCMOT with global information and optimizing strategies in VisDrone 2021
  • [2022]
  • arxiv.org

参考

• StrongSORT: Make DeepSORT Great Again
  • [2022]
  • 2 RELATED WORK
    • 2.2 Global Link in MOT
  • arxiv.org