High-speed three-dimensional shape measurement using geometry-constraint-based number-theoretical phase unwrapping
Abstract
In this study, we propose a high-speed three-dimensional (3-D) shape measurement technique for dynamic scenes using geometry-constraint-based number-theoretical phase unwrapping. As a classical algorithm for temporal phase unwrapping (TPU), the number-theoretical approach is suitable for the binary defocusing fringe projection system since it can retrieve an absolute phase without using low-frequency fringe patterns. However, the conventional number-theoretical TPU approach cannot provide sufficient stability to unwrap a high-frequency phase since it requires the two fringe frequencies to be coprime within the global range of the projector coordinate. In contrast, using low-frequency fringe patterns tends to make phase unwrapping more reliable, but at the expense of the measurement precision. By introducing depth constraint into the traditional number-theoretical TPU, we only need to eliminate the phase ambiguity of each pixel within a small period range defined by the depth range, which means that our method just requires the two fringe frequencies to be coprime within the local period range instead of the conventional global range. Due to the reduction of fringe order candidates and the unambiguous phase range, the reliability of phase unwrapping can be significantly improved compared with the traditional number-theoretical TPU approach even when high-frequency fringe patterns are used. The proposedmore »
- Authors:
-
[1];
[1];
[1];
[1];
- Nanjing Univ. of Science and Technology, Jiangsu Province (China)
- Brookhaven National Lab. (BNL), Upton, NY (United States)
- Publication Date:
- Research Org.:
- Brookhaven National Lab. (BNL), Upton, NY (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Basic Energy Sciences (BES)
- OSTI Identifier:
- 1497385
- Report Number(s):
- BNL-211311-2019-JAAM
Journal ID: ISSN 0143-8166
- Grant/Contract Number:
- SC0012704
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Optics and Lasers in Engineering
- Additional Journal Information:
- Journal Volume: 115; Journal Issue: C; Journal ID: ISSN 0143-8166
- Publisher:
- Elsevier
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 42 ENGINEERING; High-speed 3D; Phase unwrapping; Number-theoretical approach; Depth constraint
Citation Formats
Yin, Wei, Zuo, Chao, Feng, Shijie, Tao, Tianyang, Hu, Yan, Huang, Lei, Ma, Jiawei, and Chen, Qian. High-speed three-dimensional shape measurement using geometry-constraint-based number-theoretical phase unwrapping. United States: N. p., 2018.
Web. doi:10.1016/j.optlaseng.2018.11.006.
Yin, Wei, Zuo, Chao, Feng, Shijie, Tao, Tianyang, Hu, Yan, Huang, Lei, Ma, Jiawei, & Chen, Qian. High-speed three-dimensional shape measurement using geometry-constraint-based number-theoretical phase unwrapping. United States. https://doi.org/10.1016/j.optlaseng.2018.11.006
Yin, Wei, Zuo, Chao, Feng, Shijie, Tao, Tianyang, Hu, Yan, Huang, Lei, Ma, Jiawei, and Chen, Qian. Fri .
"High-speed three-dimensional shape measurement using geometry-constraint-based number-theoretical phase unwrapping". United States. https://doi.org/10.1016/j.optlaseng.2018.11.006. https://www.osti.gov/servlets/purl/1497385.
@article{osti_1497385,
title = {High-speed three-dimensional shape measurement using geometry-constraint-based number-theoretical phase unwrapping},
author = {Yin, Wei and Zuo, Chao and Feng, Shijie and Tao, Tianyang and Hu, Yan and Huang, Lei and Ma, Jiawei and Chen, Qian},
abstractNote = {In this study, we propose a high-speed three-dimensional (3-D) shape measurement technique for dynamic scenes using geometry-constraint-based number-theoretical phase unwrapping. As a classical algorithm for temporal phase unwrapping (TPU), the number-theoretical approach is suitable for the binary defocusing fringe projection system since it can retrieve an absolute phase without using low-frequency fringe patterns. However, the conventional number-theoretical TPU approach cannot provide sufficient stability to unwrap a high-frequency phase since it requires the two fringe frequencies to be coprime within the global range of the projector coordinate. In contrast, using low-frequency fringe patterns tends to make phase unwrapping more reliable, but at the expense of the measurement precision. By introducing depth constraint into the traditional number-theoretical TPU, we only need to eliminate the phase ambiguity of each pixel within a small period range defined by the depth range, which means that our method just requires the two fringe frequencies to be coprime within the local period range instead of the conventional global range. Due to the reduction of fringe order candidates and the unambiguous phase range, the reliability of phase unwrapping can be significantly improved compared with the traditional number-theoretical TPU approach even when high-frequency fringe patterns are used. The proposed method has been successfully implemented on a high-frame-rate fringe projection system, achieving high-precision, robust, and absolute 3-D shape measurement at 3333 frames per second.},
doi = {10.1016/j.optlaseng.2018.11.006},
journal = {Optics and Lasers in Engineering},
number = C,
volume = 115,
place = {United States},
year = {Fri Nov 23 00:00:00 EST 2018},
month = {Fri Nov 23 00:00:00 EST 2018}
}
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Dynamic 3-D measurement based on fringe-to-fringe transformation using deep learning
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