A new algorithm of laser 3D visualization based on space-slice

Hui Yang, Yanfeng Song, Yong Song, Jie Cao, Qun Hao

科研成果: 书/报告/会议事项章节会议稿件同行评审

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摘要

Traditional v isualization algorithms based on three-dimensional (3D) laser point cloud data consist of two steps: stripe point cloud data into different target objects and establish the 3D surface models of the target objects to realize visualization using interpolation point or surface fitting method. However, some disadvantages, such as low efficiency, loss of image details, exist in most of these algorithms. In order to cope with these problems, a 3D visualization algorithm based on space-slice is proposed in this paper, which includes two steps: data classification and image reconstruction. In the first step, edge detection method is used to check the parametric continuity and extract edges to classify data into different target regions preliminarily. In the second stage, the divided data is split further into space-slice according to coordinates. Based on space-slice of the point cloud data, one-dimensional interpolation methods is adopted to get the curves connected by each group of cloud point data smoother. In the end, these interpolation points obtained from each group are made by the use of getting the fitting surface. As expected, visual morphology of the objects is obtained. The simulation experiment results compared with real scenes show that the final visual images have explicit details and the overall visual result is natural.

源语言英语
主期刊名2013 International Conference on Optical Instruments and Technology
主期刊副标题Optoelectronic Imaging and Processing Technology
DOI
出版状态已出版 - 2013
活动2013 International Conference on Optical Instruments and Technology: Optoelectronic Imaging and Processing Technology, OIT 2013 - Beijing, 中国
期限: 17 11月 201319 11月 2013

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
9045
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议2013 International Conference on Optical Instruments and Technology: Optoelectronic Imaging and Processing Technology, OIT 2013
国家/地区中国
Beijing
时期17/11/1319/11/13

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引用此

Yang, H., Song, Y., Song, Y., Cao, J., & Hao, Q. (2013). A new algorithm of laser 3D visualization based on space-slice. 在 2013 International Conference on Optical Instruments and Technology: Optoelectronic Imaging and Processing Technology 文章 90451J (Proceedings of SPIE - The International Society for Optical Engineering; 卷 9045). https://doi.org/10.1117/12.2037473