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High speed 3D shape measurements with motion compensation

机译:带有运动补偿的高速3D形状测量

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摘要

Fringe projection is an extensively used technique for high speed three-dimensional (3D) measurements of dynamic objects. However, the motion often leads to artifacts in reconstructions due to the sequential recording of the set of patterns. In order to reduce the adverse impact of the movement, we present a novel high speed 3D scanning technique combining the fringe projection and stereo. Firstly, promising measuring speed is achieved by modifying the traditional aperiodic sinusoidal patterns so that the fringe images can be cast at kilohertz with the widely used defocusing strategy. Next, a temporal intensity tracing algorithm is developed to further alleviate the influence of motion by accurately tracing the ideal intensity for stereo matching. Then, a combined cost measure is suggested to robustly estimate the cost for each pixel. In comparison with the traditional method where the effect of motion is not considered, experimental results show that the reconstruction accuracy for dynamic objects can be improved by an order of magnitude with the proposed method.
机译:条纹投影是用于动态物体的高速三维(3D)测量的一种广泛使用的技术。然而,由于图案组的顺序记录,该运动经常导致重建中的伪像。为了减少运动的不利影响,我们提出了一种结合条纹投影和立体的新型高速3D扫描技术。首先,通过修改传统的非周期性正弦曲线图案来实现有希望的测量速度,从而可以通过广泛使用的散焦策略以千赫兹的频率投射条纹图像。接下来,开发了一种时间强度跟踪算法,以通过准确地跟踪用于立体声匹配的理想强度来进一步减轻运动的影响。然后,建议采用组合成本度量来稳健地估算每个像素的成本。与不考虑运动影响的传统方法相比,实验结果表明,该方法可以将动态物体的重建精度提高一个数量级。

著录项

  • 来源
  • 会议地点 Singapore(SG)
  • 作者单位

    School of Electronic and Optical Engineering, Nanjing University of Science and Technology, No. 200 Xiaolingwei Street, Nanjing, Jiangsu Province 210094, China,Jiangsu Key Laboratory of Spectral Imaging Intelligent Sense, Nanjing, Jiangsu Province 210094, China,Smart Computational Imaging Laboratory (SCILab), Nanjing University of Science and Technology, Nanjing, Jiangsu Province 210094, China;

    School of Electronic and Optical Engineering, Nanjing University of Science and Technology, No. 200 Xiaolingwei Street, Nanjing, Jiangsu Province 210094, China,Jiangsu Key Laboratory of Spectral Imaging Intelligent Sense, Nanjing, Jiangsu Province 210094, China,Smart Computational Imaging Laboratory (SCILab), Nanjing University of Science and Technology, Nanjing, Jiangsu Province 210094, China;

    School of Electronic and Optical Engineering, Nanjing University of Science and Technology, No. 200 Xiaolingwei Street, Nanjing, Jiangsu Province 210094, China,Jiangsu Key Laboratory of Spectral Imaging Intelligent Sense, Nanjing, Jiangsu Province 210094, China;

    School of Electronic and Optical Engineering, Nanjing University of Science and Technology, No. 200 Xiaolingwei Street, Nanjing, Jiangsu Province 210094, China,Jiangsu Key Laboratory of Spectral Imaging Intelligent Sense, Nanjing, Jiangsu Province 210094, China;

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

    High-speed 3D measurements; fringe projection; motion; stereo vision;

    机译:高速3D测量;条纹投影运动;立体视觉;

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