Neural Network Detection of Microparticles on Reconstructed Holographic Images of Volumetric Medium

被引:0
作者
N. A. Kuzmin
Yu. D. Arapov
机构
[1] Dukhov Automatics Research Institute,
[2] National Research Nuclear University MEPhI,undefined
来源
Optoelectronics, Instrumentation and Data Processing | 2023年 / 59卷
关键词
structural materials; microparticles; holography; detection; classification; automation; neural network; database; segmentation; U-net;
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学科分类号
摘要
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页码:358 / 364
页数:6
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[1]  
Arapov Yu. D.(2020)Three-wave holography of polydispersed aerosol Opt. Eng. 59 10240-403
[2]  
Dvornichenko M. E.(2019)Characteristics of shock-induced dust flux from the surface of lead and copper samples under pressure in the shock wave of 45–50 gpa with unloading into vacuum J. Exp. Theor. Phys. 129 397-797
[3]  
Kamenev V. G.(2014)Experimental-calculation simulation of the ejection of particles from a shock-loaded surface J. Exp. Theor. Phys. 118 785-700
[4]  
Kubasov P. V.(1998)Particle ejection from the shocked free surface of metals and diagnostic methods for these particles Combust., Explos., Shock Waves 34 696-648
[5]  
Turkin V. N.(2019)Regularized inverse holographic volume reconstruction for 3D particle tracking Opt. Express 27 18069-undefined
[6]  
Ogorodnikov V. A.(2020)Machine learning holography for 3D particle field imaging Opt. Express 28 2987-undefined
[7]  
Mikhailov A. L.(2020)Object tracking in the video stream by means of a convolutional neural network Optoelectron., Instrum. Data Process. 56 642-undefined
[8]  
Erunov S. V.(undefined)undefined undefined undefined undefined-undefined
[9]  
Finyushin S. A.(undefined)undefined undefined undefined undefined-undefined
[10]  
Zotov D. E.(undefined)undefined undefined undefined undefined-undefined