Point convolutional neural networks by extension operators

This paper presents Point Convolutional Neural Networks (PCNN): a novel framework for applying convolutional neural networks to point clouds. The framework consists of two operators: extension and restriction, mapping point cloud functions to volumetric functions and vise-versa. A point cloud convol...

Full description

Saved in:
Bibliographic Details
Published in:ACM transactions on graphics 2018, Vol.37 (4), p.1-12, Article 71
Main Authors: Atzmon, Matan, Maron, Haggai, Lipman, Yaron
Format: Article
Language:English
Subjects:
Computer graphics
Computing methodologies
Machine learning
Machine learning approaches
Neural networks
Shape analysis
Shape modeling
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!