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May, 2020
Point2Mesh: 可变形网格的自学先验
Point2Mesh: A Self-Prior for Deformable Meshes
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Rana Hanocka, Gal Metzer, Raja Giryes, Daniel Cohen-Or
TL;DR
本文提出了Point2Mesh技术,它可以从输入的点云重建出表面网格,使用了深度神经网络自动定义先验,并通过优化整个形状的卷积核来实现全局优化以适应整个物体。与传统的重建方法相比,Point2Mesh对现实世界的非理想条件更具鲁棒性。
Abstract
In this paper, we introduce
point2mesh
, a technique for reconstructing a surface
mesh
from an input point cloud. Instead of explicitly specifying a prior that encodes the expected
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