Computational Super-Resolution: An Odyssey in Harnessing Priors to Enhance Optical Microscopy Resolution

被引:0
作者
Tian, Wenfeng [1 ]
Chen, Riwang [2 ]
Chen, Liangyi [3 ,4 ]
机构
[1] Peking Univ, Inst Mol Med, Coll Future Technol, New Cornerstone Sci Lab,Natl Biomed Imaging Ctr,S, Beijing 100871, Peoples R China
[2] Peking Univ, Acad Adv Interdisciplinary Studies, New Cornerstone Sci Lab, State Key Lab Membrane Biol, Beijing 100871, Peoples R China
[3] Peking Univ, Inst Mol Med, Coll Future Technol, New Cornerstone Sci Lab,Natl Biomed Imaging Ctr,S, Beijing 100871, Peoples R China
[4] PKU IDG McGovern Inst Brain Res, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
IMAGE-RECONSTRUCTION; ITERATIVE METHOD; REGULARIZATION; SIGNAL; DECONVOLUTION; RESTORATION; CHALLENGES; ALGORITHM; LIMIT; MINIMIZATION;
D O I
10.1021/acs.analchem.4c07047
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
[No abstract available]
引用
收藏
页码:4763 / 4792
页数:30
相关论文
共 185 条
[21]   Resolution enhancement with a task-assisted GAN to guide optical nanoscopy image analysis and acquisition [J].
Bouchard, Catherine ;
Wiesner, Theresa ;
Deschenes, Andreanne ;
Bilodeau, Anthony ;
Turcotte, Benoit ;
Gagne, Christian ;
Lavoie-Cardinal, Flavie .
NATURE MACHINE INTELLIGENCE, 2023, 5 (08) :830-+
[22]  
Boyd S. P., 2004, CONVEX OPTIMIZATION
[23]   Higher-order total variation approaches and generalisations [J].
Bredies, Kristian ;
Holler, Martin .
INVERSE PROBLEMS, 2020, 36 (12)
[24]   Compressed sensing in fluorescence microscopy [J].
Calisesi, Gianmaria ;
Ghezzi, Alberto ;
Ancora, Daniele ;
D'Andrea, Cosimo ;
Valentini, Gianluca ;
Farina, Andrea ;
Bassi, Andrea .
PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY, 2022, 168 :66-80
[25]   Robust uncertainty principles:: Exact signal reconstruction from highly incomplete frequency information [J].
Candès, EJ ;
Romberg, J ;
Tao, T .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (02) :489-509
[26]   Decoding by linear programming [J].
Candes, EJ ;
Tao, T .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2005, 51 (12) :4203-4215
[27]   Stable signal recovery from incomplete and inaccurate measurements [J].
Candes, Emmanuel J. ;
Romberg, Justin K. ;
Tao, Terence .
COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS, 2006, 59 (08) :1207-1223
[28]   Towards a Mathematical Theory of Super- resolution [J].
Candes, Emmanuel J. ;
Fernandez-Granda, Carlos .
COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS, 2014, 67 (06) :906-956
[29]   Smart microscopes of the future [J].
Carpenter, Anne E. ;
Cimini, Beth A. ;
Eliceiri, Kevin W. .
NATURE METHODS, 2023, 20 (07) :962-964
[30]   Wavelet algorithms for high-resolution image reconstruction [J].
Chan, RH ;
Chan, TF ;
Shen, LX ;
Shen, ZW .
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2003, 24 (04) :1408-1432