DeTracker decouples dominant platform motion from weak target motion via GLMD and TDFP modules to improve multi-object tracking in unstabilized satellite videos, reporting 61.1% MOTA on a new simulated dataset and 45.3% on real data.
Object tracking in satellite videos by fusing the kernel correlation filter and the three-frame- difference algorithm
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DeTracker: Motion-decoupled Vehicle Detection and Tracking in Unstabilized Satellite Videos
DeTracker decouples dominant platform motion from weak target motion via GLMD and TDFP modules to improve multi-object tracking in unstabilized satellite videos, reporting 61.1% MOTA on a new simulated dataset and 45.3% on real data.