Channel-Wise Attention Mechanism Relevant UNet-Based Diffraction-Limited Fluorescence Spot Detection and Localization

Yongjian Yu; Yue Wang; Huan Li; Wenchao Zhou; Fengfeng Shu; Ming Gao; Yihui Wu

doi:10.3788/LOP230718

Laser & Optoelectronics Progress, Volume. 60, Issue 14, 1412004(2023)

Channel-Wise Attention Mechanism Relevant UNet-Based Diffraction-Limited Fluorescence Spot Detection and Localization

Yongjian Yu¹, Yue Wang^2、*, Huan Li², Wenchao Zhou², Fengfeng Shu², Ming Gao^2,3, and Yihui Wu^1,2、**

Author Affiliations

¹School of Ophthalmology & Optometry, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China

²Key Laboratory of Optical System Advanced Manufacturing Technology, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, Jilin, China

³University of Chinese Academy of Sciences, Beijing 100049, China

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Yongjian Yu, Yue Wang, Huan Li, Wenchao Zhou, Fengfeng Shu, Ming Gao, Yihui Wu. Channel-Wise Attention Mechanism Relevant UNet-Based Diffraction-Limited Fluorescence Spot Detection and Localization[J]. Laser & Optoelectronics Progress, 2023, 60(14): 1412004

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Paper Information

Category: Instrumentation, Measurement and Metrology

Received: Feb. 27, 2023

Accepted: Apr. 17, 2023

Published Online: Jul. 14, 2023

The Author Email: Yue Wang (yihuiwu@ciomp.ac.cn), Yihui Wu (wangyue@ciomp.ac.cn)

DOI:10.3788/LOP230718

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology