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Deep learning colorful ptychographic iterative engine lens-less diffraction microscopy
Y. X. Bian; Y. N. Jiang; J. X. Wang; S. M. Yang; W. J. Deng; X. F. Yang; R. B. Shen; H. Shen and C. F. Kuang
2022
Source PublicationOptics and Lasers in Engineering
ISSN0143-8166
Volume150Issue:9
AbstractThe ptychographic iterative engine (PIE) is an algorithm for coherent lens-less diffraction imaging. It facilitates the development of low-cost large field of view (FOV) lens-less microscopy, as it can expand the FOV extensively by moving the light source or the bio-medical pathological sample slide. In a PIE setup, the illumination light needs to have high/partially coherence. Thus, to get a colorful microscopy image, more than 3 illumination light sources with different dominant wavelengths are required in a traditional PIE setup. In this manuscript, an improved PIE based on computational deep learning color-transferring method is proposed to achieve colorful large FOV lens-less microscopy imaging. In our method, only one high/partially coherent light source is used, where the image data are three times less than those images under multiple illuminations for colorful PIE microscopy. It is believable that our colorful PIE microscopy enhanced by the deep color-transferring method would be helpful for the development of low-cost large FOV lens-less microscopes.
DOI10.1016/j.optlaseng.2021.106843
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Indexed BySCI
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Document Type期刊论文
Identifierhttp://ir.ciomp.ac.cn/handle/181722/65126
Collection中国科学院长春光学精密机械与物理研究所
Recommended Citation
GB/T 7714
Y. X. Bian,Y. N. Jiang,J. X. Wang,et al. Deep learning colorful ptychographic iterative engine lens-less diffraction microscopy[J]. Optics and Lasers in Engineering,2022,150(9).
APA Y. X. Bian.,Y. N. Jiang.,J. X. Wang.,S. M. Yang.,W. J. Deng.,...&H. Shen and C. F. Kuang.(2022).Deep learning colorful ptychographic iterative engine lens-less diffraction microscopy.Optics and Lasers in Engineering,150(9).
MLA Y. X. Bian,et al."Deep learning colorful ptychographic iterative engine lens-less diffraction microscopy".Optics and Lasers in Engineering 150.9(2022).
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