MrNeRF (@janusch_patas)
2025-01-15 | โค๏ธ 68 | ๐ 14
Object-Centric 2D Gaussian Splatting: Background Removal and Occlusion-Aware Pruning for Compact Object Models
Contributions:
โข A background loss that enables object-centric reconstruction, speeding up training and significantly reducing model size.
โข A general pruning strategy for Gaussian-based methods to remove occluded Gaussians that do not contribute to the overall scene representation.
โข Competitive reconstruction quality for object-centric Gaussian and mesh models, which can be immediately used in downstream applications.
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