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Winding clearness for differentiable point cloud optimization

delete2025-07-31
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OA
AI
D
Dong Xiao
Y
Yueji Ma
史作强 cover
史作强 (Zuoqiang Shi)
辛士庆 cover
辛士庆 (Shiqing Xin)
Wang, Wenping cover
Wang, Wenping (Wenping Wang)
B
Bailin Deng
王斌 cover
王斌 (Bin Wang) *
DOI：10.1016/j.cad.2025.103930delete
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Abstract

Abstract

En 中文
• We introduce winding clearness for point cloud evaluation and optimization. • We incorporate winding clearness as a geometric constraint in point cloud generation. • Our method outperforms local denoising methods on thin structures.
Keywords:
winding clearness
point cloud evaluation
geometric constraint
point cloud generation
thin structures

Journal

C
Computer-Aided Design
IF:
3.1
Papers:
3.2K
Citations:
6.4K

Organization

T
tsinghua university
Scholars:
11.9W
Papers: 10.0W
Citations: 137
T
Texas A&M University
Scholars:
3.7K
Papers: 1.8K
Citations: 5.1W
C
Cardiff University
Scholars:
2.7W
Papers: 2.5W
Citations: 3.5W
S
shandong university
Scholars:
9.5W
Papers: 6.4W
Citations: 94
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