Demosaic-free color detection for particle images

IF 2.5 3区 工程技术 Q2 ENGINEERING, MECHANICAL Experiments in Fluids Pub Date : 2025-02-07 DOI:10.1007/s00348-025-03972-8
Daisuke Noto, Kaito Yoda, Yuji Tasaka
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Abstract

We propose a robust method to detect colors, positions, and sizes of particles on color particle images. The method is free of color artifacts originating from the demosaic process of Bayer raw images. We test the method using synthetic color particle images to quantitatively evaluate its performance and demonstrate its capacity for precise extraction of colors while refining particle positions at sub-sub-pixel level. We demonstrate the method’s applicability by applying it to different types of particle images from laboratory experiments of color particle tracking velocimetry and liquid crystal thermometry. The method standardizes color detection on particle images and promises the improvement in final performances of these color-utilizing measurements.

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粒子图像的无马赛克颜色检测
我们提出了一种鲁棒的方法来检测彩色粒子图像上粒子的颜色、位置和大小。该方法不受Bayer原始图像演示过程中产生的彩色伪影的影响。我们使用合成彩色粒子图像对该方法进行了测试,以定量评估其性能,并展示了其在亚-亚像素级别精确提取颜色同时精炼粒子位置的能力。通过对彩色粒子跟踪测速和液晶测温实验中不同类型的粒子图像进行分析,证明了该方法的适用性。该方法使粒子图像的颜色检测标准化,并有望提高这些颜色利用测量的最终性能。
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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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