2 papers
cs.CV2026
Moving Regions, Not Moving Objects: Segmenting What Actually Moves under Camera Motion
Wenhua Jin, Tiancheng Chen, Sheng Tang +5
Moving object segmentation is conventionally formulated at the sequence and object level, marking an entire instance as moving once it moves anywhere in a video. Recent instantaneo…
cs.CV2026
UniQuery4R: Unified 4D Scene Reconstruction from a Single Query
Tiancheng Chen, Sheng Tang, Wenhua Jin +4
Reconstructing dynamic 4D scenes requires jointly estimating correspondence, geometry, object motion, and camera motion. Existing feed-forward methods typically predict dense task-…