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Three-dimensional shape measurement based on the phase shifting and stereovision methods.

机译:基于相移和立体视觉方法的三维形状测量。

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摘要

Structured light systems have been used in increasingly more applications for 3D shape measurement due to their fast measurement speed, good accuracy, non-contact characteristic, and portability. This dissertation is focused on improving the performance of the 3D shape measurement systems based on digital fringe projection, phase shifting and stereovision techniques. New camera and projector models and calibration algorithms as well as a novel system design based on a combined phase shifting and stereovision method are introduced.;The first part of this dissertation introduces systems based on digital fringe projection and phase shifting techniques. In this research, a color fringe pattern is generated by software and projected onto the object being measured by a digital-light-processing (DLP) projector working in the black and white (B/W) mode. The fringe images are captured by a high speed CCD camera, which is synchronized with the projector by software. The 3D model is reconstructed by using every three consecutive fringe images.;The previously developed linear calibration method does not take lens distortion into consideration and as a result, has very limited measurement accuracy. In this research, the effect of lens distortion on both the camera and projector is modeled based on careful calibration. Radial and tangential distortion parameters of different orders are analyzed and the right combination of parameters is chosen to provide an optimal performance. Experimental results show that the measurement accuracy has been improved by more than 75 percent (the RMS from 1.4 mm to 0.35 mm) after the implementation of the proposed nonlinear calibration method.;In the second part of this dissertation, a novel design, which combines the phase shifting and stereovision techniques, is proposed to eliminate errors caused by inaccurate phase measurement, for example, periodic errors due to the nonlinearity of the projector's gamma curve. This method uses two cameras, which are set up for stereovision and one projector, which is used to project phase-shifted fringe patterns onto the object twice with the fringe patterns rotated by 90 degrees in the second time. Fringe images are taken by the two cameras simultaneously, and errors due to inaccurate phase measurement are significantly reduced because the two cameras produce phase maps with the same phase errors. One side effect of this method is that the projector calibration is not necessary, which simplifies the calibration of the entire system.;The use of a visibility-modulated fringe pattern is proposed as well to reduce the number of images required by this combined method. This new fringe pattern is sinusoidal in the horizontal direction as in a conventional fringe pattern, but is visibility-modulated in the vertical direction. With this new pattern, we can obtain the phase information in one direction and fringe visibility information in the other direction simultaneously. Since no pattern changing is necessary during the image acquisition process, the image acquisition time can be reduced to less than half of the time previously required, thus making the measurement of dynamically changing objects possible.;A color system is designed to further improve the speed of this system. Color cameras and color projector are introduced in this system. By utilizing these color devices, one color fringe image is sufficient to reconstruct a 3D model instead of three black and white fringe images. The three phase shifting fringe patterns are encode into the R, G and B channels of the color pattern which is projected onto the object. And the color fringe images taken by color cameras can be separated into three black and white images. By using this technique, we can further improve the speed of the structure light system, and the system will be more resistant to fast moving objects. (Abstract shortened by UMI.)
机译:由于结构光系统的快速测量速度,良好的精度,非接触特性和便携性,已被越来越多地用于3D形状测量。本文致力于基于数字条纹投影,相移和立体视觉技术的3D形状测量系统的性能改进。介绍了相机和投影仪的新模型和校准算法,以及基于相移和立体视觉相结合的方法的新颖系统设计。本论文的第一部分介绍了基于数字条纹投影和相移技术的系统。在这项研究中,彩色条纹图案是由软件生成的,并通过以黑白(B / W)模式工作的数字光处理(DLP)投影仪投影到要测量的对象上。条纹图像由高速CCD相机捕获,该相机通过软件与投影机同步。通过使用每三个连续的条纹图像来重建3D模型。;先前开发的线性校准方法没有考虑透镜畸变,因此测量精度非常有限。在这项研究中,镜头失真对相机和投影仪的影响都是基于仔细校准而建模的。分析了不同阶数的径向和切向畸变参数,并选择了正确的参数组合以提供最佳性能。实验结果表明,该非线性标定方法实施后,测量精度提高了75%以上(RMS从1.4 mm提高到0.35 mm)。在本论文的第二部分,结合了新颖的设计提出了一种移相和立体视觉技术,以消除由于相位测量不准确而引起的误差,例如,由于投影机伽玛曲线的非线性所导致的周期性误差。此方法使用两台用于立体视觉的摄像机和一台投影仪,该投影仪用于将相移后的条纹图案投影到对象上两次,条纹图案第二次旋转90度。两台相机同时拍摄边缘图像,由于两台相机产生的相位图具有相同的相位误差,因此,由于相位测量不准确而导致的误差大大降低。这种方法的一个副作用是不需要对投影机进行校准,从而简化了整个系统的校准。提议使用可见度调制条纹图案以减少这种组合方法所需的图像数量。与常规条纹图案一样,该新条纹图案在水平方向上为正弦曲线,但在垂直方向上进行了可见性调制。使用这种新模式,我们可以同时获得一个方向的相位信息和另一方向的条纹可见性信息。由于在图像获取过程中不需要更改图案,因此图像获取时间可以减少到以前所需时间的一半以下,从而使动态变化物体的测量成为可能。彩色系统旨在进一步提高速度这个系统。该系统中引入了彩色相机和彩色投影仪。通过利用这些彩色设备,一个彩色条纹图像足以重建3D模型,而不是三个黑白条纹图像。将三个相移条纹图案编码到投影到对象上的彩色图案的R,G和B通道中。彩色相机拍摄的彩色条纹图像可以分为三个黑白图像。通过使用此技术,我们可以进一步提高结构照明系统的速度,并且该系统将对快速移动的物体具有更高的抵抗力。 (摘要由UMI缩短。)

著录项

  • 作者

    Han, Xu.;

  • 作者单位

    State University of New York at Stony Brook.;

  • 授予单位 State University of New York at Stony Brook.;
  • 学科 Engineering Mechanical.;Computer Science.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 142 p.
  • 总页数 142
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:37:11

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