Super-Resolution Reconstruction of Cytoskeleton Image Based on Deep Learning

Fen Hu; Yang Lin; Mengdi Hou; Haofeng Hu; Leiting Pan; Tiegen Liu; Jingjun Xu

doi:10.3788/AOS202040.2410001

Acta Optica Sinica, Volume. 40, Issue 24, 2410001(2020)

Super-Resolution Reconstruction of Cytoskeleton Image Based on Deep Learning

Fen Hu¹, Yang Lin², Mengdi Hou¹, Haofeng Hu^2、*, Leiting Pan^1,3,4、**, Tiegen Liu², and Jingjun Xu¹

¹Key Laboratory of Weak-Light Nonlinear Photonics, Ministry of Education, School of Physics, TEDA Applied Physics School, Nankai University, Tianjin 300071, China

²Key Laboratory of Opto-Electronics Information Technology, Ministry of Education, School of Precision Instrument & Opto-Electronics Engineering, Tianjin University, Tianjin 300072, China;

³State Key Laboratory of Medicinal Chemical Biology, College of Life Sciences, Nankai University, Tianjin 300071, China

⁴Collaborative Innovation Center of Extreme Optics, Shanxi University, Taiyuan, Shanxi 0 30006, China

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Fen Hu, Yang Lin, Mengdi Hou, Haofeng Hu, Leiting Pan, Tiegen Liu, Jingjun Xu. Super-Resolution Reconstruction of Cytoskeleton Image Based on Deep Learning[J]. Acta Optica Sinica, 2020, 40(24): 2410001

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Paper Information

Category: Image Processing

Received: Jul. 8, 2020

Accepted: Sep. 15, 2020

Published Online: Nov. 23, 2020

The Author Email: Hu Haofeng (haofeng_hu@tju.edu.cn), Pan Leiting (plt@nankai.edu.cn)

DOI:10.3788/AOS202040.2410001

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