Methods › Computer Vision › Multi-Object Tracking Models › CenterTrack
Track objects as points
CenterTrack
Introduced by Xingyi Zhou et al. in Tracking Objects as Points
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Our tracker, CenterTrack, applies a detection model to a pair of images and detections from the prior frame. Given this minimal input, CenterTrack localizes objects and predicts their associations with the previous frame. That's it. CenterTrack is simple, online (no peeking into the future), and real-time.
Papers archive 2025-07-28
11 shown of 11, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
-
PlantTracing: Tracing Arabidopsis Thaliana Apex with CenterTrack 18 May 2024 · 0 repositories · arXiv:2405.11351
-
MotionTrack: End-to-End Transformer-based Multi-Object Tracing with LiDAR-Camera Fusion 29 Jun 2023 · 0 repositories · arXiv:2306.17000
-
TransFiner: A Full-Scale Refinement Approach for Multiple Object Tracking 26 Jul 2022 · 0 repositories · arXiv:2207.12967
-
SIMBAR: Single Image-Based Scene Relighting For Effective Data Augmentation For Automated Driving Vision Tasks 1 Apr 2022 · 0 repositories · arXiv:2204.00644
-
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion 29 Nov 2021 · 3 repositories · arXiv:2111.14690
-
Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation 21 Jun 2021 · 0 repositories · arXiv:2106.10950
-
Multi-object Tracking with Tracked Object Bounding Box Association 17 May 2021 · 1 repository · arXiv:2105.07901
-
Learning to Track with Object Permanence 26 Mar 2021 · 1 repository · arXiv:2103.14258Syntology ran 1 of 1 samples · 0 unverified
-
A Deep Learning Bidirectional Temporal Tracking Algorithm for Automated Blood Cell Counting from Non-invasive Capillaroscopy Videos 26 Nov 2020 · 2 repositories · arXiv:2011.13371
-
Simple Unsupervised Multi-Object Tracking 4 Jun 2020 · 0 repositories · arXiv:2006.02609
-
Tracking Objects as Points 2 Apr 2020 · 7 repositories · arXiv:2004.01177Syntology ran 4 of 16 samples · 12 unverified
Tasks archive 2025-07-28
13 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections