gaussiancut-interactive-segmentation-nvia-graph-cut-for-3d-gaussian-splatting-co

MrNeRF (@janusch_patas)

2024-11-13 | ❤️ 91 | 🔁 12

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GaussianCut: Interactive Segmentation nvia Graph Cut for 3D Gaussian Splatting

Contributions:

1. We propose a method for graph construction from a 3DGS model that utilizes the properties of the corresponding Gaussians to obtain edge weights, and

2. based on nthis graph, we propose and minimize an energy function (Equation 3) that combines the user inputs with the inherent representation of the scene. Our experimental evaluations show that GaussianCut obtains high-fidelity segmentation outperforming previous segmentation baselines.

미디어

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Tags

domain-vision-3d