基于相移轮廓术的背景定向纹影图像处理

IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL
Nikolay A. Vinnichenko, Aleksei V. Pushtaev, Yulia K. Rudenko, Yulia Yu. Plaksina, Alexander V. Uvarov
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引用次数: 0

摘要

提出了利用周期性灰度和彩色模式以及相移轮廓术(PSP)图像处理技术对背景定向纹影(BOS)技术进行改进的新方法。利用合成图像分析了该方法在大位移梯度下的精度、空间分辨率和鲁棒性。对多通道直接互相关、小波光流分析和傅立叶变换轮廓术(FTP)进行了比较。灰度PSP BOS要求在纹影对象保持不变的情况下至少拍摄三张相移图像。它的准确性随着图像数量的增加而提高。所需的三个灰度图像也可以编码为单个彩色图像的通道。实现了用于非定常流场测量的单帧彩色PSP BOS。彩色通道串扰和不平衡的负面影响得到了纠正。PSP BOS对于远高于1像素/像素的位移梯度产生可靠的结果,这是其他图像处理技术的极限。但其精度受到相机传感器噪声的影响。通过对甘油-水扩散层中甘油质量分数的实验测量,证实了彩色PSP BOS测量强折射物体的能力。在垂直加热板附近的水中自然对流测量中,对PSP、直接互相关和FTP进行了定量比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Background-oriented schlieren with image processing based on phase-shifting profilometry

New modification of background-oriented schlieren (BOS) technique using periodic grayscale and color patterns and phase-shifting profilometry (PSP) image processing is proposed. Its accuracy, spatial resolution and robustness with respect to large displacement gradient are analyzed using synthetic images. Comparison with multi-pass direct cross-correlation, wavelet-based optical flow analysis and Fourier transform profilometry (FTP) is performed. Grayscale PSP BOS requires at least three phase-shifted images to be taken with the schlieren object remaining unchanged. Its accuracy improves with growing number of images. The required three grayscale images can also be coded as the channels of a single color image. Thus, single-frame color PSP BOS is realized, which can be used to measure the unsteady flows. The negative effects of the color channels cross-talk and imbalance are corrected. PSP BOS yields reliable results for displacement gradient far above 1 pix/pix, which is the limit for other image processing techniques. However, its accuracy is affected by the camera sensor noise. The ability of color PSP BOS to measure strongly refracting objects is confirmed by experimental measurements of the glycerol mass fraction in glycerol–water diffusion layer. Quantitative comparison between PSP, direct cross-correlation and FTP is also performed for the measurements of natural convection in water near a heated vertical plate.

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来源期刊
Experiments in Fluids
Experiments in Fluids 工程技术-工程:机械
CiteScore
5.10
自引率
12.50%
发文量
157
审稿时长
3.8 months
期刊介绍: Experiments in Fluids examines the advancement, extension, and improvement of new techniques of flow measurement. The journal also publishes contributions that employ existing experimental techniques to gain an understanding of the underlying flow physics in the areas of turbulence, aerodynamics, hydrodynamics, convective heat transfer, combustion, turbomachinery, multi-phase flows, and chemical, biological and geological flows. In addition, readers will find papers that report on investigations combining experimental and analytical/numerical approaches.
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