曝气水流中气泡特征参数的图像测量系统

Xueming Qian, Hong Zhu, Huan Wang, Chunlai Feng, Gang Chen
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引用次数: 0

摘要

为了测量加气水流中的气泡特征参数,提出了一种基于图像处理的气泡特征参数测量方法。首先,建立了基于图像的测量系统。其次,对捕获的图像进行分割,提取气泡,然后利用椭圆拟合的最小均方误差(MMSE)对提取的气泡面积进行拟合;最后,通过椭圆拟合MMSE计算气泡体积,并在每帧中对气泡进行跟踪定位,测量气泡速度和运动轨迹。利用三次样条函数将离散质心点连接起来,得到了每个气泡的光滑运动轨迹,保证了流场的可视化测量。实验结果表明,该方法在静态和动态参数测量中都具有较高的精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image measurement system of bubble characteristic parameters in aerated water flows
In order to measure bubble characteristic parameters in the aerated water flows, a new method based on image processing is proposed. Firstly, an image based measurement system is set up. Secondly, segment the captured image and extract bubbles, and then fit the extracted bubbles' area by minimum mean square error (MMSE) with ellipse fitting. Finally, calculate bubble volume by an ellipse fitting with MMSE, and measure bubbles velocities and kinetic locus by tracking and locating them in each frame. A smooth kinetic locus of each bubble is obtained by using cubic spline function to connect the discrete centroid points thus a visual measurement of flow field is guaranteed. The experiment results show that the proposed method both has higher accuracy in stationary and dynamic parameters measurement.
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