VeloGauss learns physically consistent velocity fields for Gaussian particles in dynamic 3D scenes from videos via a Physics Code, Particle Dynamics System, and global constraints, outperforming prior methods on view interpolation and future frame prediction.
4d gaussian splatting for real-time dynamic scene rendering
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VeloGauss: Learning Physically Consistent Gaussian Velocity Fields from Videos
VeloGauss learns physically consistent velocity fields for Gaussian particles in dynamic 3D scenes from videos via a Physics Code, Particle Dynamics System, and global constraints, outperforming prior methods on view interpolation and future frame prediction.