High-Speed Tracking-by-Detection Without Using Image Information
lastmod 2026-11-10created 2019-03-125 edits
This page covers the multi-object tracking paper known as the IOU Tracker. Using only the output of an object detector, it tracks with a simple rule: if the IoU (Intersection over Union) between detection boxes in consecutive frames is above a threshold, they are linked as the same object. It uses no image pixel information at all. Because it has no appearance feature extraction or motion model, it runs very fast, and the paper showed that results improve as detector performance improves.
High-Speed Tracking-by-Detection Without Using Image Information
Documentation
- High-Speed Tracking-by-Detection Without Using Image Information
- http://elvera.nue.tu-berlin.de/files/1517Bochinski2017.pdf
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1517Bochinski2017.pdf