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High dynamic range three-dimensional shape reconstruction via an auto-exposure-based structured light technique

机译:通过基于自动曝光的结构光技术进行高动态范围的三维形状重构

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摘要

High dynamic range object has large surface reflectivity variations, which easily produces saturated and low-contrast regions in the captured images, further resulting in large calculation errors of gray value or phase value, then seriously affecting the reconstruction accuracy. An auto-exposure-based structured light technique is proposed. In this method, the relationship between noise-induced phase error and intensity modulation is first analyzed. It is demonstrated that once the intensity modulation of a pixel is larger than a threshold, its phase error can be considered acceptable. Then, the surface reflectivity of the measured target is estimated by projecting a series of uniform gray-level patterns and classified into several groups. The exposure time for each group is automatically determined after establishing its mathematical model based on the modulation threshold. Phase-shifted images are then captured at the computed exposure times, and a set of composite phase-shifted images is acquired by extracting the brightest unsaturated pixels in the raw fringe images. The experiments show that the proposed method can automatically calculate the exposure times and capture the fringe images without human intervention. In addition, it can well tackle saturated and dark areas of the measured target and the reconstructed three-dimensional shape is complete and accurate.
机译:高动态范围物体的表面反射率变化较大,容易在拍摄的图像中产生饱和和低对比度的区域,进而导致灰度值或相位值的计算误差较大,从而严重影响重建精度。提出了一种基于自动曝光的结构光技术。在这种方法中,首先分析了噪声引起的相位误差与强度调制之间的关系。已经证明,一旦像素的强度调制大于阈值,则其相位误差可以被认为是可接受的。然后,通过投影一系列均匀的灰度图案来估计被测目标的表面反射率,并将其分为几组。在基于调制阈值建立其数学模型后,将自动确定每组的曝光时间。然后在计算出的曝光时间捕获相移图像,并通过提取原始条纹图像中最亮的不饱和像素来获取一组复合相移图像。实验表明,该方法可以自动计算出曝光时间并捕获条纹图像,而无需人工干预。此外,它可以很好地解决被测目标的饱和和黑暗区域,并且重建的三维形状是完整而准确的。

著录项

  • 来源
    《Optical engineering》 |2019年第6期|064108.1-064108.11|共11页
  • 作者单位

    Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Guangdong, China;

    Shanghai University, School of Mechatronic Engineering and Automation, Shanghai, China;

    Shanghai University, School of Mechatronic Engineering and Automation, Shanghai, China;

    Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Guangdong, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    three-dimensional reconstruction; high dynamic range; fringe projection; multiple exposures;

    机译:三维重建高动态范围条纹投影多次曝光;

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