A Real-time Object Volume Measurement Method Based on Line Laser Scanning

Bin Zhang, Bin Cao, Hongbin Ma*

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Volume measurement of objects has numerous applications in industry and transportation, especially non-contact volume measurement is required in many scenarios. Laser scanning technology is widely used in non-contact volume measurement, but the current volume measurement methods based on laser scanning usually treat the point cloud of the object as a whole structure, which leads to the inability to measure the volume in real-time and the increase of measurement error. Based on the above, we designed a real-time object volume measurement system based on line laser scanning. The principle is: After irradiating the object with a beam of line laser, it will form an undulating curve according to the shape of the surface of the object, and then a single frame image can be obtained by shooting from the side with an industrial camera. The frame image is processed by the Rosenfeld image thinning algorithm of fusion burr trimming to obtain the contour lines of the object. And then the outline is processed into a line of outline points by the mapping of the 2D image to the 3D space. Multiple lines of outline points can be obtained during the movement of the object, splicing it to obtain a point cloud that can represent the surface of the object. Since the ordered point cloud obtained by the above method naturally has the condition of integration by the differential method, the volume of the object is calculated in the process of obtaining the ordered point cloud in a point-by-point, line-by-line integration way, which achieves the effect of calculating the volume of the object in real-time during the scanning process.

源语言英语
主期刊名Proceedings of the 41st Chinese Control Conference, CCC 2022
编辑Zhijun Li, Jian Sun
出版商IEEE Computer Society
6800-6805
页数6
ISBN(电子版)9789887581536
DOI
出版状态已出版 - 2022
活动41st Chinese Control Conference, CCC 2022 - Hefei, 中国
期限: 25 7月 202227 7月 2022

出版系列

姓名Chinese Control Conference, CCC
2022-July
ISSN(印刷版)1934-1768
ISSN(电子版)2161-2927

会议

会议41st Chinese Control Conference, CCC 2022
国家/地区中国
Hefei
时期25/07/2227/07/22

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