3D surface reconstruction of transparent objects using structured light with PMP-LIF method

Acquiring high-quality 3D information from transparent materials, which exhibit weak light scattering and absorption characteristics, presents a formidable challenge. In this paper, we introduce a novel three-dimensional reconstruction method called PMP-LIF (Phase Measurement Profilometry with Laser-Induced Fluorescence). This approach uses machine vision and incorporates structured light technology with laser-induced fluorescence to enhance the reliability and robustness of surface profile data for transparent objects by improving their reflectivity. In our study, we accomplished a three-dimensional reconstruction of surface profiles for transparent materials by employing a structured light pattern with a 544 nm wavelength, projected using a DLP (Digital Light Processing) projector. The image data was captured using a binocular vision system. Any distorted information within the image data was processed using image processing techniques, such as a phase unwrapping algorithm. The adoption of the PMP-LIF method for image data acquisition streamlines the complexity of the image acquisition system while preserving the accuracy of surface profile information. We conducted three-dimensional reconstruction tests on various objects, including human face shapes, on the surfaces of static liquids and transparent aspheric mirror blanks. The results reveal root-mean-square errors of 0.34 mm and 1.67 mm for the registration of the reconstructed point cloud information with fitting planes, respectively.

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Published
2024-08-16
DOI
https://doi.org/10.1117/12.3035755
Primary Topic
Optical measurement and interference techniques
Type
article
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3D surface reconstruction of transparent objects using structured light with PMP-LIF method

Hao Jiang, Haorong Gu, Weijie Fu, Xinming Zhang
Optical measurement and interference techniques
article

3D surface reconstruction of transparent objects using structured light with PMP-LIF method

Hao Jiang, Haorong Gu, Weijie Fu, Xinming Zhang
article en

Abstract

Acquiring high-quality 3D information from transparent materials, which exhibit weak light scattering and absorption characteristics, presents a formidable challenge. In this paper, we introduce a novel three-dimensional reconstruction method called PMP-LIF (Phase Measurement Profilometry with Laser-Induced Fluorescence). This approach uses machine vision and incorporates structured light technology with laser-induced fluorescence to enhance the reliability and robustness of surface profile data for transparent objects by improving their reflectivity. In our study, we accomplished a three-dimensional reconstruction of surface profiles for transparent materials by employing a structured light pattern with a 544 nm wavelength, projected using a DLP (Digital Light Processing) projector. The image data was captured using a binocular vision system. Any distorted information within the image data was processed using image processing techniques, such as a phase unwrapping algorithm. The adoption of the PMP-LIF method for image data acquisition streamlines the complexity of the image acquisition system while preserving the accuracy of surface profile information. We conducted three-dimensional reconstruction tests on various objects, including human face shapes, on the surfaces of static liquids and transparent aspheric mirror blanks. The results reveal root-mean-square errors of 0.34 mm and 1.67 mm for the registration of the reconstructed point cloud information with fitting planes, respectively.

Ministry of Education of the People's Republic of China (CN), Foshan University (CN), Changchun University of Technology (CN)
Sustainable cities and communities
Openalex Percentile: Top 88%
Optical measurement and interference techniques
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3D surface reconstruction of transparent objects using structured light with PMP-LIF method — Hao Jiang, Haorong Gu, et al. · (2024) | TGRS Research Map | TGRS