NAOC Open IR
Surpassing the diffraction limit using an external aperture modulation subsystem and related deep learning method
Wang, Zhiqiang1,2; Zhang, Dan3; Wang, Na4; He, Jinping1,2
2021-09-27
Source PublicationOPTICS EXPRESS
ISSN1094-4087
Volume29Issue:20Pages:31099-31114
AbstractThe resolution of conventional imaging systems is inherently restricted by the diffraction limit. To surpass this diffraction barrier, a scheme using an external aperture modulation subsystem (EAMS) and related deep learning network (DLN) is presented in this paper. The EAMS facilitates the realization of various image acquisition strategies and related DLN architectures. In the specific scenario of 3-aperture modulation strategy, the capabilities of this approach are validated both in numerical simulations and experiments. The results show that both the resolution enhancement ability and the image fidelity can be improved by just adding one label data. This framework proposed here provides a more general way to further explore the ability of DLN-based method to surpass the diffraction limit, and permits a rapid data acquisition that enables new opportunities for the training data collection and further super resolution imaging of label-free moving objects, such as living cells. (C) 2021 Optical Society of America under the terms of the OSA Open Access Publishing Agreement
Funding OrganizationNational Natural Science Foundation of China ; National Natural Science Foundation of China ; CAS Pioneer Hundred Talents Program ; CAS Pioneer Hundred Talents Program ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; CAS Pioneer Hundred Talents Program ; CAS Pioneer Hundred Talents Program ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; CAS Pioneer Hundred Talents Program ; CAS Pioneer Hundred Talents Program ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; CAS Pioneer Hundred Talents Program ; CAS Pioneer Hundred Talents Program
DOI10.1364/OE.432507
WOS KeywordRESOLUTION LIMIT ; MICROSCOPY ; RECONSTRUCTION
Language英语
Funding ProjectNational Natural Science Foundation of China[11903062] ; National Natural Science Foundation of China[11773045] ; National Natural Science Foundation of China[11933005] ; CAS Pioneer Hundred Talents Program
Funding OrganizationNational Natural Science Foundation of China ; National Natural Science Foundation of China ; CAS Pioneer Hundred Talents Program ; CAS Pioneer Hundred Talents Program ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; CAS Pioneer Hundred Talents Program ; CAS Pioneer Hundred Talents Program ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; CAS Pioneer Hundred Talents Program ; CAS Pioneer Hundred Talents Program ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; CAS Pioneer Hundred Talents Program ; CAS Pioneer Hundred Talents Program
WOS Research AreaOptics
WOS SubjectOptics
WOS IDWOS:000702060000011
PublisherOPTICAL SOC AMER
Citation statistics
Document Type期刊论文
Identifierhttp://ir.bao.ac.cn/handle/114a11/75189
Collection中国科学院国家天文台
Corresponding AuthorHe, Jinping
Affiliation1.Chinese Acad Sci, Natl Astron Observ, Nanjing Inst Astron Opt & Technol, Nanjing 210042, Peoples R China
2.Nanjing Inst Astron Opt & Technol, CAS Key Lab Astron Opt & Technol, Nanjing 210042, Peoples R China
3.Nanjing Forestry Univ, Coll Informat Sci & Technol, Nanjing 210037, Peoples R China
4.Shanghai Jiao Tong Univ, Shanghai Ctr Syst Biomed, Key Lab Syst Biomed, Minist Educ, Shanghai 200240, Peoples R China
Recommended Citation
GB/T 7714
Wang, Zhiqiang,Zhang, Dan,Wang, Na,et al. Surpassing the diffraction limit using an external aperture modulation subsystem and related deep learning method[J]. OPTICS EXPRESS,2021,29(20):31099-31114.
APA Wang, Zhiqiang,Zhang, Dan,Wang, Na,&He, Jinping.(2021).Surpassing the diffraction limit using an external aperture modulation subsystem and related deep learning method.OPTICS EXPRESS,29(20),31099-31114.
MLA Wang, Zhiqiang,et al."Surpassing the diffraction limit using an external aperture modulation subsystem and related deep learning method".OPTICS EXPRESS 29.20(2021):31099-31114.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Wang, Zhiqiang]'s Articles
[Zhang, Dan]'s Articles
[Wang, Na]'s Articles
Baidu academic
Similar articles in Baidu academic
[Wang, Zhiqiang]'s Articles
[Zhang, Dan]'s Articles
[Wang, Na]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Wang, Zhiqiang]'s Articles
[Zhang, Dan]'s Articles
[Wang, Na]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.