像素
校准
投影机
计算机科学
离群值
微电子机械系统
投影(关系代数)
光学
人工智能
计算机视觉
结构光三维扫描仪
算法
材料科学
物理
量子力学
光电子学
扫描仪
作者
Min Han,Fengxiao Lei,Weijian Shi,Shihao Lu,Xinghui Li
出处
期刊:Optics Express
[Optica Publishing Group]
日期:2022-12-13
卷期号:31 (1): 536-536
被引量:21
摘要
A uniaxial micro-electro-mechanical systems (MEMS) micro-vibration mirror can be used to construct a new type of fringe projection profilometry (FPP) system. In FPP system calibration, some pixels may be calibrated worse than other pixels due to various error sources, which will affect the final reconstruction accuracy. In addition, there are some difficulties in calibrating the MEMS-based system because a projector using the uniaxial vibration mirror does not have focusing optics and can only project unidirectional fringes. In this paper, we developed an FPP system using a uniaxial MEMS micro-vibration mirror. To solve the calibration problems, we propose a calibration model suitable for the MEMS-based system and a pixel refinement method. These pixels with relatively large calibration errors are called outlier-pixels, which will significantly increase the error of the following 3D mapping. Therefore, the pixel refinement method classifies all pixels based on a frequency distribution histogram of calibration errors during calibration and prevents outlier-pixels from participating in the following 3D mapping. The experimental results show that the proposed method can improve the accuracy of 3D reconstruction, and the feasibility of the self-developed system is verified.
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