Joint detection and online multi-object tracking
lastmod 2026-11-10created 2019-03-122 edits
Joint detection and online multi-object tracking is a multi-object tracking paper presented at a CVPR 2018 workshop. Unlike the conventional tracking-by-detection approach, which keeps the object detector and tracker separate and passes detection results to the tracker, it proposes an approach that unifies detection and tracking and processes video online as it comes in. Since it deals with finding objects in each frame and linking the same object across frames, it can be read alongside motion estimation.
Joint detection and online multi-object tracking
Documentation
- Joint detection and online multi-object tracking
- http://openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w29/Kieritz_Joint_Detection_and_CVPR_2018_paper.pdf
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Kieritz_Joint_Detection_and_CVPR_2018_paper.pdf