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аналитика - Point Cloud Upsampling
Arbitrary-Scale Point Cloud Upsampling Framework with Voxel-Based Network
The author proposes a novel approach for arbitrary-scale point cloud upsampling using a voxel-based network, addressing issues of inaccurate grid sampling and geometric consistency.
PU-Ray: Domain-Independent Point Cloud Upsampling via Ray Marching on Neural Implicit Surface
Proposing a novel ray-based upsampling method for domain-independent point clouds using neural implicit surfaces.
PU-Ray: Domain-Independent Point Cloud Upsampling via Ray Marching on Neural Implicit Surface
提案されたPU-Rayメソッドは、ドメインに依存しない点群のアップサンプリングを可能にし、実世界のシーンで優れた結果を示します。
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