SatSAM2 improves satellite video object tracking by integrating Kalman motion priors and a motion state machine into SAM2, outperforming prior methods with a 5.84% AUC gain on OOTB while introducing the MVOT synthetic benchmark.
Hrsiam: High-resolution siamese network, towards space-borne satellite video tracking.IEEE Transactions on Image Processing, 30:3056–3068
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SatSAM2: Motion-Constrained Video Object Tracking in Satellite Imagery using Promptable SAM2 and Kalman Priors
SatSAM2 improves satellite video object tracking by integrating Kalman motion priors and a motion state machine into SAM2, outperforming prior methods with a 5.84% AUC gain on OOTB while introducing the MVOT synthetic benchmark.