Arbitrary‐Scale Point Cloud Upsampling via Enhanced Geometric Spatial Consistency

ABSTRACT Point cloud upsampling is an essential yet challenging task in various 3D computer vision and graphics applications. Existing methods often struggle with limitations such as the generation of outliers or shrinkage artifacts. Additionally, these methods usually ignore the overall spatial str...

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Bibliographic Details

Published in:	CAAI Transactions on Intelligence Technology
Main Authors:	Xianjing Cheng, Lintai Wu, Junhui Hou, Zhijun Hu, Jie Wen, Yong Xu
Format:	Article
Language:	English
Published:	Wiley 2025-10-01
Subjects:	3‐D computer vision image reconstruction scene understanding
Online Access:	https://doi.org/10.1049/cit2.70052