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Jin-Liang Shao

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Preprint Sep 2026

If It Moves, Radar Knows: A Physics-Aware Radar Transformer for Class-Agnostic Moving-Object Detection

Detectors trained on closed-set annotations can miss rare moving objects outside the training taxonomy. Automotive radar provides category-independent Doppler motion cues and is less affected by adverse illumination and weather, but sparse, noisy returns hinder class-aware 3D box detection. Surface location and velocit...

Ying-Hao Sun, Shuguang Li, Jin-Liang Shao et al. · 0 citations

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