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Towards uniform point distribution in feature-preserving point cloud filtering

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Bibliographic Details
Main Authors: Shuaijun, Chen, Jinxi, Wang, Wei, Pan
Format: Book
Language:English
Published: Springer 2023
Subjects:
3D data
cloud filtering methods
Online Access:https://link.springer.com/article/10.1007/s41095-022-0278-4
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7317
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spelling oai:localhost:PNK-73172023-03-30T03:09:52Z Towards uniform point distribution in feature-preserving point cloud filtering Shuaijun, Chen Jinxi, Wang Wei, Pan 3D data cloud filtering methods CC BY While a popular representation of 3D data, point clouds may contain noise and need filtering before use. Existing point cloud filtering methods either cannot preserve sharp features or result in uneven point distributions in the filtered output. To address this problem, this paper introduces a point cloud filtering method that considers both point distribution and feature preservation during filtering. The key idea is to incorporate a repulsion term with a data term in energy minimization. 2023-03-30T03:09:52Z 2023-03-30T03:09:52Z 2023 Book https://link.springer.com/article/10.1007/s41095-022-0278-4 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7317 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic 3D data
cloud filtering methods
spellingShingle 3D data
cloud filtering methods
Shuaijun, Chen
Jinxi, Wang
Wei, Pan
Towards uniform point distribution in feature-preserving point cloud filtering
description CC BY
format Book
author Shuaijun, Chen
Jinxi, Wang
Wei, Pan
author_facet Shuaijun, Chen
Jinxi, Wang
Wei, Pan
author_sort Shuaijun, Chen
title Towards uniform point distribution in feature-preserving point cloud filtering
title_short Towards uniform point distribution in feature-preserving point cloud filtering
title_full Towards uniform point distribution in feature-preserving point cloud filtering
title_fullStr Towards uniform point distribution in feature-preserving point cloud filtering
title_full_unstemmed Towards uniform point distribution in feature-preserving point cloud filtering
title_sort towards uniform point distribution in feature-preserving point cloud filtering
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s41095-022-0278-4
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7317
_version_ 1761821912608014336
score 8.891145

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