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3-D Reconstruction Method for a Multiview System Based on Global Consistency

  • Zhixiang Jia
  • , Hao Sun
  • , Weihua Liu
  • , Xinghu Yu
  • , Jinyong Yu
  • , Juan J. Rodriguez-Andina
  • , Huijun Gao*
  • *Corresponding author for this work
  • Harbin Institute of Technology
  • Ningbo Institute of Intelligent Equipment Technology Company Ltd
  • Harbin Institute of Technology Shenzhen
  • Yongjiang Laboratory
  • Zhejiang University
  • Ningbo University of Technology
  • University of Vigo

Research output: Contribution to journalArticlepeer-review

Abstract

Structured light-based micro 3-D imaging technology is widely used in industrial applications. Using a well-calibrated camera and a projector, it is easy to obtain 3-D surface topography of objects. However, single camera-projector pair suffers from problems caused by shadows, and their accuracy is limited due to the restricted field of view (FoV). To overcome these issues, this article proposes a multiprojector vision system consisting of a central camera and four surrounding projectors. The global geometry constraint scheme is applied to ensure consistency and stability across multiple projectors, which is achieved by board-to-board pose optimization. In addition, instead of directly using the iso-phase fringe line, geometric plane constraints are used in the calibration process to estimate corresponding projector pixel coordinates. Finally, a triangulation-based 3-D reconstruction and data fusion approach is proposed to obtain high precision and shadow-reduced 3-D surface topography. Experimental results are presented and discussed that demonstrate the good consistency and measurement accuracy of the proposed approach. The global geometry constraint scheme allows relative standard deviation (RSD) and root-mean-square error (RMSE) in the measurements to be significantly reduced.

Original languageEnglish
Article number5018211
JournalIEEE Transactions on Instrumentation and Measurement
Volume72
DOIs
StatePublished - 2023

Keywords

  • 3-D reconstruction
  • global consistency
  • multiview system
  • non-linear epipolar constraint
  • structured light

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