mlsanityData to 14 Oct 2026

Multi-Target, Multi-Camera Tracking by Hierarchical Clustering: Recent Progress on DukeMTMC Project

arXiv 1712.09531 ↗First posted 27 Dec 2017cs.CVcited by 19

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Abstract (arXiv)

Although many methods perform well in single camera tracking, multi-camera tracking remains a challenging problem with less attention. DukeMTMC is a large-scale, well-annotated multi-camera tracking benchmark which makes great progress in this field. This report is dedicated to briefly introduce our method on DukeMTMC and show that simple hierarchical clustering with well-trained person re-identification features can get good results on this dataset.

Key facts. Cited by 19 papers in the map (data through 14 Oct 2026). First posted on arXiv 27 Dec 2017.

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Citing papers per year: 2021: 6; 2022: 5; 2023: 2; 2024: 3; 2025: 3.

19 papers.

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  1. 2024State Space Model for New-Generation Network Alternative to Transformers: A Surveycited by 59
  2. 2021DyGLIP: A Dynamic Graph Model with Link Prediction for Accurate Multi-Camera Multiple Object Trackingcited by 31
  3. 2022Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehiclescited by 20
  4. 2021Split and Connect: A Universal Tracklet Booster for Multi-Object Trackingcited by 17
  5. 2023DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenescited by 17
  6. 2021Multi-Target Multi-Camera Tracking of Vehicles using Metadata-Aided Re-ID and Trajectory-Based Camera Link Modelcited by 14
  7. 2021Online Clustering-based Multi-Camera Vehicle Tracking in Scenarios with overlapping FOVscited by 8
  8. 2022Multi-Camera Multi-Object Tracking on the Move via Single-Stage Global Association Approachcited by 7
  9. 2022Multiple Object Tracking from appearance by hierarchically clustering trackletscited by 5
  10. 2022Tracking by Associating Clipscited by 5
  11. 2024MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmarkcited by 5
  12. 2022Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identificationcited by 4
7 more
  1. 2021Adaptive Affinity for Associations in Multi-Target Multi-Camera Trackingcited by 3
  2. 2025SCING:Towards More Efficient and Robust Person Re-Identification through Selective Cross-modal Prompt Tuningcited by 2
  3. 2025Online 3D Multi-Camera Perception through Robust 2D Tracking and Depth-based Late Aggregationcited by 2
  4. 2021Tracklet-Switch Adversarial Attack against Pedestrian Multi-Object Tracking Trackerscited by 1
  5. 2023Towards Effective Multi-Moving-Camera Tracking: A New Dataset and Lightweight Link Modelcited by 1
  6. 2024Mitigating Downstream Model Risks via Model Provenancecited by 1
  7. 2025Multi Camera Connected Vision System with Multi View Analytics: A Comprehensive Surveycited by 1