315 citations · 317 across the 5 of their papers we have counts for
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cs.CV2022★ 1 cited
Surface Representation for Point Clouds
Haoxi Ran, Jun Liu, Chengjie Wang
Most prior work represents the shapes of point clouds by coordinates. However, it is insufficient to describe the local geometry directly. In this paper, we present \textbf{RepSurf…
cs.CV2022★ 315 cited
Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework
Xu Ma, Can Qin, Haoxuan You +2
Point cloud analysis is challenging due to irregularity and unordered data structure. To capture the 3D geometries, prior works mainly rely on exploring sophisticated local geometr…