Computational multi-wavelength (MW) phase synthesis using CNN

B. S. Bazow; B. S. Bazow; T. Phan; C. B. Raub; G. Nehmetallah

doi:10.1364/DH.2021.DF4C.4

OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP)
OSA Technical Digest (Optica Publishing Group, 2021),
paper DF4C.4
•https://doi.org/10.1364/DH.2021.DF4C.4

Computational multi-wavelength (MW) phase synthesis using CNN

B. S. Bazow, T. Phan, C. B. Raub, and G. Nehmetallah

Digital Holography and Three-Dimensional Imaging 2021

Washington, DC United States
19–23 July 2021
ISBN: 978-1-943580-89-7

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Deep Learning, Neural Networks and Holographic Processing II (DF4C)

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B. S. Bazow, T. Phan, C. B. Raub, and G. Nehmetallah, "Computational multi-wavelength (MW) phase synthesis using CNN," in OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP), H. Hua, B. Javidi, M. Martinez-Corral, O. Matoba, A. Stern, S. Thibault, T. Alieva, J. Ke, F. Willomitzer, F. Okten, P. Silveira, P. Banerjee, E. Stoykova, D. Chu, J. Park, F. Imai, C. Joo, M. Digman, D. Gardner, S. Gladysz, D. LeMaster, S. Basu, and O. Korotkova, eds., OSA Technical Digest (Optica Publishing Group, 2021), paper DF4C.4.

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Abstract

MWDHM provides measurements of the refractive index. However, successive-shot MWDHM is not appropriate for dynamic samples and single-shot MWDHM significantly increases the complexity of the optical setup. Here we consider DL/CNN to obtain simultaneous MW measurements.

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