Researching | Cell detection method based on U-net network

Optical Instruments, Volume. 43, Issue 1, 1(2021)

Cell detection method based on U-net network

Chenyang QIN... Jie YING* and Haima YANG |Show fewer author(s)

Author Affiliations

School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China

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Table 1. [in Chinese]

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Table 1. [in Chinese]

层数	图像大小	连接到	采样类型	激活函数
1	128×3	2,7	Down sample	ReLu
2	64×64×8	3,6	Down sample	ReLu
3	32×32×16	4,5	Down sample	ReLu
4	16×16×32	5	none	ReLu
5	32×32×（16+16）	3,4	Up sample	ReLu
6	64×64×（8+8）	2,5	Up sample	ReLu
7	128×128×（3+3）	1,6	none	ReLu
Output	128×128×1	none	none	none

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Chenyang QIN, Jie YING, Haima YANG. Cell detection method based on U-net network[J]. Optical Instruments, 2021, 43(1): 1

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Paper Information

Category: TESTING TECHNOLOGY

Received: Sep. 21, 2020

Accepted: --

Published Online: Mar. 26, 2021

The Author Email: YING Jie (yingj@usst.edu.cn)

DOI:10.3969/j.issn.1005-5630.2021.01.001

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology