3D Point Cloud Data Registration Algorithm Based on Augmented Reality Technology
Point cloud data registration is one of the key steps in 3D laser scanning data processing. At present, point cloud data registration has the problems of error and is too much time-consuming. In order to solve the above problems, a 3D point cloud data registration algorithm based on augmented realit...
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| Format: | Article |
| Language: | English English |
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John Wiley & Sons, Inc
2023
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| Online Access: | https://eprints.ums.edu.my/id/eprint/38815/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/38815/2/FULL%20TEXT.pdf |
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| author | Liying Feng Ng Giap Weng Liyao Ma |
| author_facet | Liying Feng Ng Giap Weng Liyao Ma |
| author_sort | Liying Feng |
| collection | UMS |
| description | Point cloud data registration is one of the key steps in 3D laser scanning data processing. At present, point cloud data registration has the problems of error and is too much time-consuming. In order to solve the above problems, a 3D point cloud data registration algorithm based on augmented reality technology is proposed, and the 3D data registration model is constructed by combining augmented reality technology, build the evaluation index of 3D point cloud data registration, and carry out the initial registration of 3D point cloud based on the evaluation index. The experiment shows that the 3D point cloud data registration algorithm based on augmented reality technology can more effectively improve the accuracy of data registration and avoid the problem of low efficiency of data registration in practice. |
| first_indexed | 2024-09-24T00:49:25Z |
| format | Article |
| id | ums.eprints-38815 |
| institution | Universiti Malaysia Sabah |
| language | English English |
| last_indexed | 2024-09-24T00:49:25Z |
| publishDate | 2023 |
| publisher | John Wiley & Sons, Inc |
| record_format | dspace |
| spelling | ums.eprints-388152024-06-12T01:45:58Z https://eprints.ums.edu.my/id/eprint/38815/ 3D Point Cloud Data Registration Algorithm Based on Augmented Reality Technology Liying Feng Ng Giap Weng Liyao Ma TA1-2040 Engineering (General). Civil engineering (General) TA1501-1820 Applied optics. Photonics Point cloud data registration is one of the key steps in 3D laser scanning data processing. At present, point cloud data registration has the problems of error and is too much time-consuming. In order to solve the above problems, a 3D point cloud data registration algorithm based on augmented reality technology is proposed, and the 3D data registration model is constructed by combining augmented reality technology, build the evaluation index of 3D point cloud data registration, and carry out the initial registration of 3D point cloud based on the evaluation index. The experiment shows that the 3D point cloud data registration algorithm based on augmented reality technology can more effectively improve the accuracy of data registration and avoid the problem of low efficiency of data registration in practice. John Wiley & Sons, Inc 2023 Article NonPeerReviewed text en https://eprints.ums.edu.my/id/eprint/38815/1/ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/38815/2/FULL%20TEXT.pdf Liying Feng and Ng Giap Weng and Liyao Ma (2023) 3D Point Cloud Data Registration Algorithm Based on Augmented Reality Technology. Wireless Communications and Mobile Computing. pp. 1-12. ISSN 1530-8669 (P-ISSN) , 1530-8677 (E-ISSN) https://doi.org/10.1155/2023/5169781 |
| spellingShingle | TA1-2040 Engineering (General). Civil engineering (General) TA1501-1820 Applied optics. Photonics Liying Feng Ng Giap Weng Liyao Ma 3D Point Cloud Data Registration Algorithm Based on Augmented Reality Technology |
| title | 3D Point Cloud Data Registration Algorithm Based on Augmented Reality Technology |
| title_full | 3D Point Cloud Data Registration Algorithm Based on Augmented Reality Technology |
| title_fullStr | 3D Point Cloud Data Registration Algorithm Based on Augmented Reality Technology |
| title_full_unstemmed | 3D Point Cloud Data Registration Algorithm Based on Augmented Reality Technology |
| title_short | 3D Point Cloud Data Registration Algorithm Based on Augmented Reality Technology |
| title_sort | 3d point cloud data registration algorithm based on augmented reality technology |
| topic | TA1-2040 Engineering (General). Civil engineering (General) TA1501-1820 Applied optics. Photonics |
| url | https://eprints.ums.edu.my/id/eprint/38815/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/38815/2/FULL%20TEXT.pdf |
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