Study on the Application Status of 3D Point Cloud Article Swipe
Huimin Yuan
,
Ziqi Luo
,
Chuan Ding
,
Jiajun Ma
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.9734/jerr/2024/v26i81250
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.9734/jerr/2024/v26i81250
This paper aims to discuss the application and development trend of 3D point cloud technology in different fields. As an effective means of digitizing the real world, 3D point cloud has been widely used in many fields, including computer-aided design, building information modeling, geographic information systems, robot navigation, autonomous vehicles, and the digitalization of cultural relics. In this paper, the techniques of acquiring 3D point cloud data are summarized, including laser scanning, structured light scanning and time flight measurement. Then, the latest developments in point cloud data preprocessing were analyzed. Further, the challenges of 3D point cloud technology are discussed, such as large data volume, slow processing speed and high precision requirements. Finally, this paper looks forward to the future development direction of 3D point cloud technology, especially in the integration of artificial intelligence and machine learning technology application potential. Through this study, we expect to provide researchers and practitioners in related fields with a comprehensive understanding of 3D point cloud technology and promote its application in a wider range of fields.
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- Language
- en
- Landing Page
- https://doi.org/10.9734/jerr/2024/v26i81250
- OA Status
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All OpenAlex metadata
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https://openalex.org/W4401515393Canonical identifier for this work in OpenAlex
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https://doi.org/10.9734/jerr/2024/v26i81250Digital Object Identifier
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Study on the Application Status of 3D Point CloudWork title
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articleOpenAlex work type
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enPrimary language
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2024Year of publication
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2024-08-12Full publication date if available
- Authors
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Huimin Yuan, Ziqi Luo, Chuan Ding, Jiajun MaList of authors in order
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https://doi.org/10.9734/jerr/2024/v26i81250Publisher landing page
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YesWhether a free full text is available
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diamondOpen access status per OpenAlex
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https://doi.org/10.9734/jerr/2024/v26i81250Direct OA link when available
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Point cloud, Cloud computing, Point (geometry), Environmental science, Computer science, Mathematics, Geometry, Operating system, Artificial intelligenceTop concepts (fields/topics) attached by OpenAlex
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0Total citation count in OpenAlex
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5Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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| sustainable_development_goals[0].score | 0.5600000023841858 |
| sustainable_development_goals[0].display_name | Industry, innovation and infrastructure |
| citation_normalized_percentile.value | 0.15245198 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |