Research
OmniShowcase proposes multi-view subject-consistent video generation with 360-degree orbits
The method combines automated synthesis of videos along diverse camera trajectories with surface-normal map conditioning from reference views. The authors report state-of-the-art subject identity and 3D consistency with competitive video quality, and release Showcase-4K and ShowcaseBench.
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Hugging Face PapersResearchLead
OmniShowcase: Omnidirectional Subject-Consistent Video Generation from Multi-View Images