Active stereo vision system with a mechanical projector

Yunmei Wang, Shaohui Zhang*, Yao Hu, Qun Hao

*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

Three-dimensional digital image correlation (3D DIC), which combines binocular stereo vision and digital image cross-correlation matching technology, can be used to restore the three-dimensional and deformation information of the object under test. 3D DIC can be accomplished by matching the subset in the left(right) image with that in the right(left). The size of the matching window is found to be critical to the measurement accuracy. Nevertheless, when the subset is small, the measurement accuracy and resolution are high but very sensitive to noise. In contrast, for large subset the measurement accuracy and resolution are lower, while the measurement is more robust to noise. To combine the advantages of high precision and robustness, the Spatio-temporal cross-correlation method is proposed in this paper. A set of speckle patterns are projected onto the objects under test. Instead of the way constructing subsets from spatial neighbor points, the way used in conventional DIC, both spatial and temporal neighbor points are utilized to construct subsets with rich information and strong characteristics. To implement the proposed scheme, we use a mechanical galvanometer to realize the projection of sequential speckle patterns and construct a stereo vision system to realize the three-dimensional reconstruction. The sub-pixel matching algorithm is used to improve the accuracy of stereo matching and 3D reconstruction. Simulations and experiments are carried out to verify the feasibility and success of the proposed scheme and system.

源语言英语
主期刊名Optical Metrology and Inspection for Industrial Applications VII
编辑Sen Han, Gerd Ehret, Benyong Chen
出版商SPIE
ISBN(电子版)9781510639195
DOI
出版状态已出版 - 2020
活动Optical Metrology and Inspection for Industrial Applications VII 2020 - Virtual, Online, 中国
期限: 11 10月 202016 10月 2020

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
11552
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议Optical Metrology and Inspection for Industrial Applications VII 2020
国家/地区中国
Virtual, Online
时期11/10/2016/10/20

指纹

探究 'Active stereo vision system with a mechanical projector' 的科研主题。它们共同构成独一无二的指纹。

引用此