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cs.CV2026
Segment Any Motion with Radar: Robust Multimodal Moving-Object Segmentation and Tracking
Jue Wang, Xuan Wang, Hao Zhou +6
Moving-object perception must decide which image regions correspond to real motion and keep every instance identified over time. Methods that read motion from appearance, optical f…
cs.CV2026
MAVIS: Multi-Agent Video Retrieval via Structured Video Understanding
Jie Zhang, Qilang Ye, Hao Zhou +2
The dominant paradigm in video retrieval relies on embedding-based full-corpus scanning, which suffers from inherent computational inefficiency and the semantic asymmetry between i…