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Three-dimensional particle tracking method using FPGA-based real-time image processing and four-view image splitter

机译:基于FPGA的实时图像处理和四视点图像分离器的三维粒子跟踪方法

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We present a cost-effective solution of the three-dimensional particle tracking velocimetry (3D-PTV) system based on the real-time image processing method (Kreizer et al. Exp Fluids 48:105–110, 2010) and a four-view image splitter. The image processing algorithm, based on the intensity threshold and intensity gradients estimated using the fixed-size Sobel kernel, is implemented on the field-programmable gate array integrated into the camera electronics. It enables extracting positions of tracked objects, such as tracers or large particles, in real time. The second major component of this system is a four-view split-screen device that provides four views of the observation volume from different angles. An open-source ray-tracing software package allows for a customized optical setup for the given experimental settings of working distances and camera parameters. The specific design enables tracking in larger observation volumes when compared to the designs published up to date. The present cost-effective solution is complemented with open-source particle tracking software that receives raw data acquired by the real-time image processing system and returns trajectories of the identified particles. The combination of these components simplifies the 3D-PTV technique by reducing the size and increasing recording speed and storage capabilities. The system is capable to track a multitude of particles at high speed and stream the data over the computer network. The system can provide a solution for the remotely controlled tracking experiments, such as in microgravity, underwater or in applications with harsh experimental conditions.
机译:我们提出了一种基于实时图像处理方法(Kreizer等人,Exp Fluids 48:105-110,2010)和四视图的三维粒子跟踪测速(3D-PTV)系统的经济高效的解决方案图像分割器。该图像处理算法基于使用固定大小的Sobel内核估算的强度阈值和强度梯度,在集成到相机电子设备中的现场可编程门阵列上实现。它可以实时提取跟踪对象(例如示踪剂或大颗粒)的位置。该系统的第二个主要组成部分是四视图分屏设备,该设备可从不同角度提供四个观测空间视图。开源的光线跟踪软件包允许针对工作距离和相机参数的给定实验设置进行自定义的光学设置。与最新发布的设计相比,该特定设计可以跟踪更大的观测量。本项具有成本效益的解决方案由开源粒子跟踪软件补充,该软件可接收实时图像处理系统获取的原始数据并返回已识别粒子的轨迹。这些组件的组合通过减小尺寸并增加记录速度和存储功能来简化3D-PTV技术。该系统能够高速跟踪大量粒子,并通过计算机网络传输数据。该系统可以为远程跟踪实验提供解决方案,例如在微重力,水下或在苛刻实验条件下的应用。

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