Mesh Denoising of Developable Surfaces with Curved Foldings
This paper presents a novel mesh denoising approach designed specifically for developable models with curved folds, going beyond traditional denoising metrics to focus on restoring the model’s developability. We introduce a metric based on normal variation to assess mesh developability and integrate...
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| Vydané v: | Computer aided design Ročník 177; s. 103776 |
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| Jazyk: | English |
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Elsevier Ltd
01.12.2024
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| ISSN: | 0010-4485 |
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| Abstract | This paper presents a novel mesh denoising approach designed specifically for developable models with curved folds, going beyond traditional denoising metrics to focus on restoring the model’s developability. We introduce a metric based on normal variation to assess mesh developability and integrate it into an optimization problem that aims to increase the sparsity of the normal vector field, leading to a dedicated mesh denoising algorithm. The performance of our method is evaluated across a wide range of criteria, including standard metrics and surface developability determined through Gaussian curvature. Through testing on a variety of noisy models and comparison with several state-of-the-art mesh denoising and developability optimization techniques, our approach demonstrates superior performance in both traditional metrics and the enhancement of mesh developability.
•We propose a metric using normal vector variation for surface developability.•We present a method to denoise a mesh while preserving developability and folds.•Our method surpasses existing ones in traditional metrics and developability. |
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| AbstractList | This paper presents a novel mesh denoising approach designed specifically for developable models with curved folds, going beyond traditional denoising metrics to focus on restoring the model’s developability. We introduce a metric based on normal variation to assess mesh developability and integrate it into an optimization problem that aims to increase the sparsity of the normal vector field, leading to a dedicated mesh denoising algorithm. The performance of our method is evaluated across a wide range of criteria, including standard metrics and surface developability determined through Gaussian curvature. Through testing on a variety of noisy models and comparison with several state-of-the-art mesh denoising and developability optimization techniques, our approach demonstrates superior performance in both traditional metrics and the enhancement of mesh developability.
•We propose a metric using normal vector variation for surface developability.•We present a method to denoise a mesh while preserving developability and folds.•Our method surpasses existing ones in traditional metrics and developability. |
| ArticleNumber | 103776 |
| Author | Bo, Pengbo Li, Yifeng Pan, Jiale Wang, Zhongquan |
| Author_xml | – sequence: 1 givenname: Jiale surname: Pan fullname: Pan, Jiale – sequence: 2 givenname: Pengbo orcidid: 0000-0002-0940-9879 surname: Bo fullname: Bo, Pengbo email: pbbo@hit.edu.cn – sequence: 3 givenname: Yifeng surname: Li fullname: Li, Yifeng – sequence: 4 givenname: Zhongquan surname: Wang fullname: Wang, Zhongquan |
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| Cites_doi | 10.1145/3596711.3596729 10.1016/j.cad.2019.05.001 10.1016/j.cagd.2020.101944 10.1109/TVCG.2015.2398432 10.1007/s00371-004-0256-0 10.1145/3197517.3201303 10.1145/1360612.1360675 10.1145/3480168 10.1145/218380.218473 10.1109/TVCG.2021.3088118 10.1016/j.cagd.2020.101863 10.1145/1015706.1015711 10.1109/TVCG.2019.2944357 10.1109/TVCG.2014.2326872 10.1145/3414685.3417835 10.1109/TVCG.2006.60 10.1007/s00371-006-0067-6 10.1145/3450626.3459837 10.1137/060676684 10.1016/j.cad.2018.04.001 10.1145/3528223.3530117 10.1016/j.cagd.2019.04.013 10.1145/3592140 10.1016/j.cad.2019.05.027 10.1145/3386569.3392419 10.1109/TVCG.2018.2828818 |
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| Keywords | Mesh denoising Curved folding Developable surface Geometric optimization Geometric modeling |
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| SubjectTerms | Curved folding Developable surface Geometric modeling Geometric optimization Mesh denoising |
| Title | Mesh Denoising of Developable Surfaces with Curved Foldings |
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