MrNeRF (@janusch_patas)

2024-08-30 | โค๏ธ 388 | ๐Ÿ” 61


OmniRe: Omni Urban Scene Reconstruction

About the Project: โ€œWe build a dynamic Gaussian scene graph leveraging the collective strengths of different representations:

โ€ข Vehicles are modeled as static Gaussians, transformed using rigid body transformations to simulate their motion.

โ€ข Close-range walking pedestrians are fitted with a template-based SMPL model, enabling joint-level control.

โ€ข Far-range and other template-less dynamic actors are reconstructed using self-supervised deformation fields.โ€

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domain-vision-3d domain-ai-ml