Dynamic imaging through random perturbed fibers via physics-informed learning

Guo, Enlai; Zhou, Chenyin; Zhu, Shuo; Bai, Lianfa; Han, Jing

doi:10.1016/j.optlastec.2022.108923

Cited by 8 publications

(1 citation statement)

References 42 publications

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“…In addition, the present challenges and outlooks of WFS are discussed. Currently, there are three major aspects for the development of WFS: faster to adapt to dynamic scattering, 140 more modes to meet the needs of actual scenarios, 96 and more degrees of freedom to be controlled simultaneously. 95 Fortunately, the introduction of data-driven learning-based methods may open up a new possibility for WFS.…”

Section: Discussionmentioning

confidence: 99%

Wavefront shaping improves the transparency of the scattering media: a review

Ding,

Shao,

et al. 2023

J. Biomed. Opt.

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. Significance Wavefront shaping (WFS) can compensate for distortions by optimizing the wavefront of the input light or reversing the transmission matrix of the media. It is a promising field of research. A thorough understanding of principles and developments of WFS is important for optical research. Aim To provide insight into WFS for researchers who deal with scattering in biomedicine, imaging, and optical communication, our study summarizes the basic principles and methods of WFS and reviews recent progress. Approach The basic principles, methods of WFS, and the latest applications of WFS in focusing, imaging, and multimode fiber (MMF) endoscopy are described. The practical challenges and prospects of future development are also discussed. Results Data-driven learning-based methods are opening up new possibilities for WFS. High-resolution imaging through MMFs can support small-diameter endoscopy in the future. Conclusion The rapid development of WFS over the past decade has shown that the best solution is not to avoid scattering but to find ways to correct it or even use it. WFS with faster speed, more optical modes, and more modulation degrees of freedom will continue to drive exciting developments in various fields.

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Section: Discussionmentioning

confidence: 99%