multiObjectTrackingPapers

• 多目标跟踪论文算法整理
• multiObjectTrackingPapers is dedicated to organizing research papers and code related to object tracking

What can target tracking make more interesting

Paper List

Year	Title	Intro	Description	Code
2023	SUSHI		Unifying Short and Long-Term Tracking with Graph Hierarchies	[Github]
2023	MOTRv2		MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors	[Github]
2022	MOT_FCG		Multiple Object Tracking from appearance by hierarchically clustering tracklets	[Github]
2023	OC-SORT		Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking	[Github]
2023	StrongSORT		StrongSORT: Make DeepSORT Great Again	[Github]
2022	MOTR		MOTR: End-to-End Multiple-Object Tracking with TRansformer	[Github]
2017	deep_sort		Simple Online and Realtime Tracking with a Deep Association Metric (Deep SORT)	[Github]
2018	MOTDT	-	Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-identification	[Github]
2019	Real-Time Multi-Object Tracking	-	Towards Real-Time Multi-Object Tracking	[Github]
2020	CenterTrack	-	CenterTrack : Tracking Objects as Points	[Github]
2021	TransTrack	-	Transformer-based : TransTrack: Multiple Object Tracking with Transformer	[Github]
2021	FairMOT	-	FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking	[Github]
2022	Deep OC-SORT	-	Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification	[Github]
2022	ByteTrack	-	ByteTrack: Multi-Object Tracking by Associating Every Detection Box	[Github]
2023	BOT-SORT	-	StrongSORT: Make DeepSORT Great Again	[Github]
2023	StrongSORT	-	StrongSORT: Make DeepSORT Great Again	[Github]

DanceTrack Dataset

• DanceTrack - gitHub 主页
• DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion

Agreement

• The code of multiObjectTrackingPapers is released under the MIT License.

Learn more

• 墨理学AI - CSDN
• 随时更新

Acknowledgement

• The readme here mainly refers to DanceTrack - gitHub 主页
• The other two readme files are referenced from awesome-multiple-object-tracking
• open-mmlab/mmtracking
• PaddlePaddle/PaddleDetection
• Thank you to all the visitors, thank you for lighting up for me
• Good luck to everyone

Citation

DanceTrack

@article{peize2021dance,
  title   =  {DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion},
  author  =  {Peize Sun and Jinkun Cao and Yi Jiang and Zehuan Yuan and Song Bai and Kris Kitani and Ping Luo},
  journal =  {arXiv preprint arXiv:2111.14690},
  year    =  {2021}
}