Point Cloud Upsampling Algorithm: A Systematic Review

Point cloud upsampling algorithms can improve the resolution of point clouds and generate dense and uniform point clouds, and are an important image processing technology. Significant progress has been made in point cloud upsampling research in recent years. This paper provides a comprehensive surve...

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Bibliographic Details

Published in:	Algorithms Vol. 15; no. 4; p. 124
Main Authors:	Zhang, Yan, Zhao, Wenhan, Sun, Bo, Zhang, Ying, Wen, Wen
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.04.2022
Subjects:	Algorithms Datasets Deep learning generative adversarial network (GAN) graph convolutional network (GCN) Image processing Machine learning Optimization Performance evaluation point cloud upsampling unsupervised learning
ISSN:	1999-4893, 1999-4893
Online Access:	Get full text
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