Lightweight Deep Learning Network Assisted Cell Classification Using Lensless Computational Microscopic Imaging Data

Zhaohui Wang; Huan Kang; Duofang Chen; Xinyi Xu; Qi Zeng; Jimin Liang; Xueli Chen

doi:10.3788/CJL202249.0507204

Chinese Journal of Lasers, Volume. 49, Issue 5, 0507204(2022)

Lightweight Deep Learning Network Assisted Cell Classification Using Lensless Computational Microscopic Imaging Data

Zhaohui Wang¹, Huan Kang¹, Duofang Chen¹, Xinyi Xu¹, Qi Zeng¹, Jimin Liang^2、**, and Xueli Chen^1、*

¹Xi’an Key Laboratory of Intelligent Sensing and Regulation of Trans-Scale Life Information, School of Life Science and Technology, Xidian University, Xi’an 710126, Shaanxi, China

²School of Electronic Engineering, Xidian University, Xi’an 710126, Shaanxi, China

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Zhaohui Wang, Huan Kang, Duofang Chen, Xinyi Xu, Qi Zeng, Jimin Liang, Xueli Chen. Lightweight Deep Learning Network Assisted Cell Classification Using Lensless Computational Microscopic Imaging Data[J]. Chinese Journal of Lasers, 2022, 49(5): 0507204

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Paper Information

Received: Oct. 15, 2021

Accepted: Jan. 10, 2022

Published Online: Mar. 9, 2022

The Author Email: Liang Jimin (jimleung@mail.xidian.edu.cn), Chen Xueli (xlchen@xidian.edu.cn)

DOI:10.3788/CJL202249.0507204

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laser devices and laser physics

Lasers and Laser Optics

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laser manufacturing

Instrumentation, Measurement and Metrology