颗粒流中各向异性颗粒的多相机方向跟踪方法。

IF 1.7 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION
Mees M Flapper, Elian Bernard, Sander G Huisman
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引用次数: 0

摘要

提出并演示了一种针对各向异性粒子的粒子方向跟踪方法。利用(高速)多摄像机从不同视点记录各向异性粒子,我们利用这些粒子已知的形状重建了它们的三维位置和方向。本文描述了一种随时间跟踪多个各向异性粒子的位置和方向的算法,可以详细研究位置、方向和旋转统计。对该方法的鲁棒性和误差进行了量化,并通过将该算法应用于合成图像,探讨了噪声、图像大小、使用的相机数量和相机排列的影响。我们在几个实验中展示了这种方法的几个用例(在静态和湍流中),证明了所描述的跟踪方法的有效性和广泛的适用性。结果表明,该方法适用于不同形状的粒子,能够成功地同时跟踪多个粒子,并能区分不同类型的粒子。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-camera orientation tracking method for anisotropic particles in particle-laden flows.

A method for particle orientation tracking is developed and demonstrated specifically for anisotropic particles. Using (high-speed) multi-camera recordings of anisotropic particles from different viewpoints, we reconstruct the 3D location and orientation of these particles using their known shape. This paper describes an algorithm that tracks the location and orientation of multiple anisotropic particles over time, enabling detailed investigations of location, orientation, and rotation statistics. The robustness and error of this method is quantified, and we explore the effects of noise, image size, the number of used cameras, and the camera arrangement by applying the algorithm to synthetic images. We showcase several use-cases of this method in several experiments (in both quiescent and turbulent fluids), demonstrating the effectiveness and broad applicability of the described tracking method. The proposed method is shown to work for widely different particle shapes, successfully tracks multiple particles simultaneously, and the method can distinguish between different types of particles.

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来源期刊
Review of Scientific Instruments
Review of Scientific Instruments 工程技术-物理:应用
CiteScore
3.00
自引率
12.50%
发文量
758
审稿时长
2.6 months
期刊介绍: Review of Scientific Instruments, is committed to the publication of advances in scientific instruments, apparatuses, and techniques. RSI seeks to meet the needs of engineers and scientists in physics, chemistry, and the life sciences.
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