Deep‐MSIM: Fast Image Reconstruction with Deep Learning in Multifocal Structured Illumination Microscopy

Deep‐MSIM: Fast Image Reconstruction with Deep Learning in Multifocal Structured Illumination Microscopy

Abstract Fast and precise reconstruction algorithm is desired for for multifocal structured illumination microscopy (MSIM) to obtain the super‐resolution image. This work proposes a deep convolutional neural network (CNN) to learn a direct mapping from raw MSIM images to super‐resolution image, whic...

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Bibliographic Details
Main Authors: Jianhui Liao, Chenshuang Zhang, Xiangcong Xu, Liangliang Zhou, Bin Yu, Danying Lin, Jia Li, Junle Qu
Format: Article
Language:English
Published: Wiley 2023-09-01
Series:Advanced Science
Subjects:
deep learning
image reconstruction
multifocal structured illumination microscopy
U‐net
Online Access:https://doi.org/10.1002/advs.202300947

Internet

https://doi.org/10.1002/advs.202300947

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