Deep learning for single-shot autofocus microscopy

作者: Henry Pinkard , Zachary Phillips , Arman Babakhani , Daniel A. Fletcher , Laura Waller

DOI: 10.1364/OPTICA.6.000794

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摘要: Maintaining an in-focus image over long time scales is an essential and nontrivial task for a variety of microscopy applications. Here, we describe a fast, robust autofocusing method …

参考文章(31)
Zachary F. Phillips, Michael V. D'Ambrosio, Lei Tian, Jared J. Rulison, Hurshal S. Patel, Nitin Sadras, Aditya V. Gande, Neil A. Switz, Daniel A. Fletcher, Laura Waller, Multi-Contrast Imaging and Digital Refocusing on a Mobile Microscope with a Domed LED Array PLOS ONE. ,vol. 10, pp. e0124938- ,(2015) , 10.1371/JOURNAL.PONE.0124938
Feimo Shen, Louis Hodgson, Klaus Hahn, Digital autofocus methods for automated microscopy. Methods in Enzymology. ,vol. 414, pp. 620- 632 ,(2006) , 10.1016/S0076-6879(06)14032-X
Roarke Horstmeyer, Guoan Zheng, Changhuei Yang, Xiaoze Ou, Quantitative phase imaging via Fourier ptychographic microscopy Optics Letters. ,vol. 38, pp. 4845- 4848 ,(2013) , 10.1364/OL.38.004845
Siavash Yazdanfar, Kevin B. Kenny, Krenar Tasimi, Alex D. Corwin, Elizabeth L. Dixon, Robert J. Filkins, Simple and robust image-based autofocusing for digital microscopy Optics Express. ,vol. 16, pp. 8670- 8677 ,(2008) , 10.1364/OE.16.008670
Guoan Zheng, Christopher Kolner, Changhuei Yang, Microscopy refocusing and dark-field imaging by using a simple LED array Optics Letters. ,vol. 36, pp. 3987- 3989 ,(2011) , 10.1364/OL.36.003987
Guoan Zheng, Roarke Horstmeyer, Changhuei Yang, Wide-field, high-resolution Fourier ptychographic microscopy Nature Photonics. ,vol. 7, pp. 739- 745 ,(2013) , 10.1038/NPHOTON.2013.187
Lei Tian, Laura Waller, Quantitative differential phase contrast imaging in an LED array microscope. Optics Express. ,vol. 23, pp. 11394- 11403 ,(2015) , 10.1364/OE.23.011394
MARKO KREFT, MATJAŽ STENOVEC, ROBERT ZOREC, Focus-drift correction in time-lapse confocal imaging. Annals of the New York Academy of Sciences. ,vol. 1048, pp. 321- 330 ,(2005) , 10.1196/ANNALS.1342.029