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.
Motiongs: Ex- ploring explicit motion guidance for deformable 3d gaussian splatting
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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.