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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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Principais autores: Xianjing Cheng, Lintai Wu, Junhui Hou, Zhijun Hu, Jie Wen, Yong Xu
Format: Artigo
Sprog:Inglês
Udgivet: Wiley 2025-10-01
Serier:CAAI Transactions on Intelligence Technology
Fag:
3‐D
computer vision
image reconstruction
scene understanding
Online adgang:https://doi.org/10.1049/cit2.70052
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