Roadmap on Computational Methods in Optical Imaging and Holography [invited]

Li S, Saunders C, Lum D, Murray-Bruce J, Goyal V, cizmar T . Compressively sampling the optical transmission matrix of a multimode fibre. Light Sci Appl. 2021; 10(1):88. PMC: 8060322. DOI: 10.1038/s41377-021-00514-9. View

Dubey V, Popova D, Ahmad A, Acharya G, Basnet P, Mehta D . Partially spatially coherent digital holographic microscopy and machine learning for quantitative analysis of human spermatozoa under oxidative stress condition. Sci Rep. 2019; 9(1):3564. PMC: 6401136. DOI: 10.1038/s41598-019-39523-5. View

Gottesman S, Fenimore E . New family of binary arrays for coded aperture imaging. Appl Opt. 2010; 28(20):4344-52. DOI: 10.1364/AO.28.004344. View

Wang X, Zhang H, Cao L, Jin G . Generalized single-sideband three-dimensional computer-generated holography. Opt Express. 2019; 27(3):2612-2620. DOI: 10.1364/OE.27.002612. View

Xu W, Jericho M, Meinertzhagen I, Kreuzer H . Digital in-line holography for biological applications. Proc Natl Acad Sci U S A. 2001; 98(20):11301-5. PMC: 58724. DOI: 10.1073/pnas.191361398. View

Popoff S, Lerosey G, Carminati R, Fink M, Boccara A, Gigan S . Measuring the transmission matrix in optics: an approach to the study and control of light propagation in disordered media. Phys Rev Lett. 2010; 104(10):100601. DOI: 10.1103/PhysRevLett.104.100601. View

Tajahuerce E, Duran V, Clemente P, Irles E, Soldevila F, Andres P . Image transmission through dynamic scattering media by single-pixel photodetection. Opt Express. 2014; 22(14):16945-55. DOI: 10.1364/OE.22.016945. View

Majeed H, Sridharan S, Mir M, Ma L, Min E, Jung W . Quantitative phase imaging for medical diagnosis. J Biophotonics. 2016; 10(2):177-205. DOI: 10.1002/jbio.201600113. View

Rosen J, Siegel N, Brooker G . Theoretical and experimental demonstration of resolution beyond the Rayleigh limit by FINCH fluorescence microscopic imaging. Opt Express. 2012; 19(27):26249-68. DOI: 10.1364/OE.19.026249. View

10.

Somkuwar A, Das B, Vinu R, Park Y, Singh R . Holographic imaging through a scattering layer using speckle interferometry. J Opt Soc Am A Opt Image Sci Vis. 2017; 34(8):1392-1399. DOI: 10.1364/JOSAA.34.001392. View

11.

Wu Y, Shiledar A, Li Y, Wong J, Feng S, Chen X . Air quality monitoring using mobile microscopy and machine learning. Light Sci Appl. 2018; 6(9):e17046. PMC: 6062327. DOI: 10.1038/lsa.2017.46. View

12.

Smith C, Joseph N, Rieger B, Lidke K . Fast, single-molecule localization that achieves theoretically minimum uncertainty. Nat Methods. 2010; 7(5):373-5. PMC: 2862147. DOI: 10.1038/nmeth.1449. View

13.

Pushkarsky I, Liu Y, Lyb Y, Weaver W, Su T, Mudanyali O . Automated single-cell motility analysis on a chip using lensfree microscopy. Sci Rep. 2014; 4:4717. PMC: 3989554. DOI: 10.1038/srep04717. View

14.

Ayaz H, Baker W, Blaney G, Boas D, Bortfeld H, Brady K . Optical imaging and spectroscopy for the study of the human brain: status report. Neurophotonics. 2022; 9(Suppl 2):S24001. PMC: 9424749. DOI: 10.1117/1.NPh.9.S2.S24001. View

15.

Tahara T . Incoherent digital holography with two polarization-sensitive phase-only spatial light modulators and reduced number of exposures. Appl Opt. 2024; 63(7):B24-B31. DOI: 10.1364/AO.505624. View

16.

Meguya R, Ng S, Han M, Anand V, Katkus T, Vongsvivut J . Polariscopy with optical near-fields. Nanoscale Horiz. 2022; 7(9):1047-1053. DOI: 10.1039/d2nh00187j. View

17.

Rosen J, Alford S, Anand V, Art J, Bouchal P, Bouchal Z . Roadmap on Recent Progress in FINCH Technology. J Imaging. 2021; 7(10). PMC: 8539709. DOI: 10.3390/jimaging7100197. View

18.

Oh J, Hugonnet H, Park Y . Non-interferometric stand-alone single-shot holographic camera using reciprocal diffractive imaging. Nat Commun. 2023; 14(1):4870. PMC: 10423261. DOI: 10.1038/s41467-023-40019-0. View

19.

Rani P, Kotwal S, Manhas J, Sharma V, Sharma S . Machine Learning and Deep Learning Based Computational Approaches in Automatic Microorganisms Image Recognition: Methodologies, Challenges, and Developments. Arch Comput Methods Eng. 2021; 29(3):1801-1837. PMC: 8405717. DOI: 10.1007/s11831-021-09639-x. View

20.

Gao Y, Li R, Cao L . Self-referenced multiple-beam interferometric method for robust phase calibration of spatial light modulator. Opt Express. 2019; 27(23):34463-34471. DOI: 10.1364/OE.27.034463. View