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cs.CV2026
Re-engineering SORT-based algorithms for low-cost small object tracking from omnidirectional footage
Xin Shu, Meegan Gower, Yvonne Buckley +1
Multi-object tracking (MOT) has advanced rapidly in urban surveillance and autonomous driving, yet many trackers rely on ReID- and transformer-based appearance encoders and are des…
cs.CV2025★ 1 cited
Leveraging AV1 motion vectors for Fast and Dense Feature Matching
Julien Zouein, Hossein Javidnia, François Pitié +1
We repurpose AV1 motion vectors to produce dense sub-pixel correspondences and short tracks filtered by cosine consistency. On short videos, this compressed-domain front end runs c…