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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)
W
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:
3.1K
Citations:
6.4K

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T
tsinghua university
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T
Texas A&M University
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C
Cardiff University
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S
shandong university
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Papers: 6.4W
Citations: 94
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