2026
UniScene-MoTion: Unified Scene & Motion-aware Diffusion Transition Framework
AAAI 2026technical
Video transitions are critical for ensuring temporal coherence in edited media, yet existing methods often rely on handcrafted effects or relative-scale trajectories that fail to capture the physical structure of real-world scenes. In this work, we introduce a scale-aware video transition framework