Deep Learning-Based Three-dimensional Spatial Distribution Reconstruction for Light Field Micro-Particle Image Velocimetry with Convolutional Neural Network

Shiyu Shen; Jian Li; Mengtao Gu; Biao Zhang; Chuanlong Xu

doi:10.3788/AOS230958

Acta Optica Sinica, Volume. 43, Issue 21, 2115002(2023)

Deep Learning-Based Three-dimensional Spatial Distribution Reconstruction for Light Field Micro-Particle Image Velocimetry with Convolutional Neural Network

Shiyu Shen, Jian Li, Mengtao Gu, Biao Zhang, and Chuanlong Xu^*

Author Affiliations

National Engineering Research Center of Power Generation Control and Safety, School of Energy and Environment, Southeast University, Nanjing 210096, Jiangsu , China

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Shiyu Shen, Jian Li, Mengtao Gu, Biao Zhang, Chuanlong Xu. Deep Learning-Based Three-dimensional Spatial Distribution Reconstruction for Light Field Micro-Particle Image Velocimetry with Convolutional Neural Network[J]. Acta Optica Sinica, 2023, 43(21): 2115002

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Paper Information

Category: Machine Vision

Received: May. 10, 2023

Accepted: Jun. 13, 2023

Published Online: Nov. 8, 2023

The Author Email: Chuanlong Xu (chuanlongxu@seu.edu.cn)

DOI:10.3788/AOS230958

Topics

laser devices and laser physics

Lasers and Laser Optics

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laser manufacturing

Instrumentation, Measurement and Metrology