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Calibration Target Reconstruction for 3-D Vision Inspection System of Large-Scale Engineering Objects

机译:大型工程物体3D视觉检测系统的标定目标重建

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摘要

It is usually difficult to calibrate the 3-D vision inspection system that may be employed to measure the large-scale engineering objects. One of the challenges is how to in-situ build-up a large and precise calibration target. In this paper, we present a calibration target reconstruction strategy to solve such a problem. First, we choose one of the engineering objects to be inspected as a calibration target, on which we paste coded marks on the object surface. Next, we locate and decode marks to get homologous points. From multiple camera images, the fundamental matrix between adjacent images can be estimated, and then the essential matrix can be derived with priori known camera intrinsic parameters and decomposed to obtain camera extrinsic parameters. Finally, we are able to obtain the initial 3D coordinates with binocular stereo vision reconstruction, and then optimize them with the bundle adjustment by considering the lens distortions, leading to a high-precision calibration target. This reconstruction strategy has been applied to the inspection of an industrial project, from which the proposed method is successfully validated.
机译:通常很难校准可用于测量大型工程对象的3-D视觉检查系统。挑战之一是如何就地建立大型而精确的校准目标。在本文中,我们提出了一种校准目标重建策略来解决这一问题。首先,我们选择一个要检查的工程对象作为校准目标,然后将编码标记粘贴在对象表面上。接下来,我们定位并解码标记以获得同源点。从多个摄像机图像中,可以估计相邻图像之间的基本矩阵,然后可以使用先验已知的摄像机固有参数导出基本矩阵,并分解以获得摄像机外部参数。最后,我们能够通过双目立体视觉重建获得初始3D坐标,然后通过考虑镜头畸变并通过束调整来优化它们,从而获得高精度的校准目标。这种重建策略已应用于工业项目的检查,从中成功地验证了所提出的方法。

著录项

  • 来源
  • 会议地点 Beijing(CN)
  • 作者单位

    College of Precision Instrument and Opto-electronics Engineering, State Key Laboratory of Precision Measurement Technology and Instruments, Tianjin University, 300072 Tianjin, China;

    College of Precision Instrument and Opto-electronics Engineering, State Key Laboratory of Precision Measurement Technology and Instruments, Tianjin University, 300072 Tianjin, China College of Optoelectronic Engineering, Key Laboratory of Optoelectronics Devices and Systems, Education Ministry of China, Shenzhen University, 518060 Shenzhen, China;

    College of Precision Instrument and Opto-electronics Engineering, State Key Laboratory of Precision Measurement Technology and Instruments, Tianjin University, 300072 Tianjin, China;

    College of Optoelectronic Engineering, Key Laboratory of Optoelectronics Devices and Systems, Education Ministry of China, Shenzhen University, 518060 Shenzhen, China;

    College of Optoelectronic Engineering, Key Laboratory of Optoelectronics Devices and Systems, Education Ministry of China, Shenzhen University, 518060 Shenzhen, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 光学计量;
  • 关键词

    3D calibration; bundle adjustment; stereo vision; sub-pixel location; optimization;

    机译:3D校准;捆绑调整;立体视觉亚像素位置;优化;

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