Laser & Optoelectronics Progress, Volume. 61, Issue 8, 0811011(2024)

High-Dynamic-Range Ptychography Using Maximum Likelihood Noise Estimation

Wenjie Li1, Honggang Gu1,2、*, Li Liu1, Lei Zhong1, Yu Zhou1, and Shiyuan Liu1,2、**
Author Affiliations
  • 1State Key Laboratory of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 430074, Hubei , China
  • 2Optics Valley Laboratory, Wuhan 430074, Hubei , China
  • show less
    References(32)

    [1] Rodenburg J, Maiden A, Hawkes P W, Spence J C H. Ptychography[M]. Springer handbook of microscopy, 819-904(2019).

    [2] Pfeiffer F. X-ray ptychography[J]. Nature Photonics, 12, 9-17(2018).

    [3] Pan A, Zhang Y, Zhao T Y et al. Quantitative phase microscopy imaging based on ptychography[J]. Laser & Optoelectronics Progress, 54, 040001(2017).

    [4] Thibault P, Menzel A. Reconstructing state mixtures from diffraction measurements[J]. Nature, 494, 68-71(2013).

    [5] Zhang F C, Peterson I, Vila-Comamala J et al. Translation position determination in ptychographic coherent diffraction imaging[J]. Optics Express, 21, 13592-13606(2013).

    [6] Loetgering L, Du M Q, Eikema K S E et al. zPIE: an autofocusing algorithm for ptychography[J]. Optics Letters, 45, 2030-2033(2020).

    [7] Huijts J, Fernandez S, Gauthier D et al. Broadband coherent diffractive imaging[J]. Nature Photonics, 14, 618-622(2020).

    [8] Holler M, Guizar-Sicairos M, Tsai E H R et al. High-resolution non-destructive three-dimensional imaging of integrated circuits[J]. Nature, 543, 402-406(2017).

    [9] Seiboth F, Schropp A, Scholz M et al. Perfect X-ray focusing via fitting corrective glasses to aberrated optics[J]. Nature Communications, 8, 14623(2017).

    [10] Lucat A, Hegedus R, Pacanowski R. Diffraction effects detection for HDR image-based measurements[J]. Optics Express, 25, 27146-27164(2017).

    [11] Dai Z Q, Bi X L, Fan J C. Reconstruction algorithm of structured light illumination microscope based on similar block denoising and empirical mode decomposition[J]. Chinese Journal of Lasers, 49, 1507206(2022).

    [12] Odstrčil M, Menzel A, Guizar-Sicairos M. Iterative least-squares solver for generalized maximum-likelihood ptychography[J]. Optics Express, 26, 3108-3123(2018).

    [13] Thibault P, Guizar-Sicairos M. Maximum-likelihood refinement for coherent diffractive imaging[J]. New Journal of Physics, 14, 063004(2012).

    [14] Yao Y D, Liu C, Zhu J Q. Compensation for the setup instability in ptychographic imaging[J]. Optics Express, 25, 11969-11983(2017).

    [15] Zhang Y, Pan A, Lei M et al. Data preprocessing methods for robust Fourier ptychographic microscopy[J]. Optical Engineering, 56, 123107(2017).

    [16] Dai H, Yang Y L, Yue X et al. Denoising method of retinal OCT image based on modular denoising self-encoder[J]. Acta Optica Sinica, 43, 0110001(2023).

    [17] Debevec P E, Malik J. Recovering high dynamic range radiance maps from photographs[C](2008).

    [18] Li Y H, Han Y, Chen P. X-ray energy self-adaption high dynamic range (HDR) imaging based on linear constraints with variable energy[J]. IEEE Photonics Journal, 10, 3400114(2017).

    [19] Tanksalvala M, Porter C L, Esashi Y et al. Nondestructive, high-resolution, chemically specific 3D nanostructure characterization using phase-sensitive EUV imaging reflectometry[J]. Science Advances, 7, eabd9667(2021).

    [20] Helfenstein P, Rajeev R, Mochi I et al. Beam drift and partial probe coherence effects in EUV reflective-mode coherent diffractive imaging[J]. Optics Express, 26, 12242-12256(2018).

    [21] Liu Y Y, Liu Q W, Zhao S X et al. Resolution enhancement in coherent diffraction imaging using high dynamic range image[J]. Photonics, 8, 370(2021).

    [22] Mozzanica A, Andrä M, Barten R et al. The JUNGFRAU detector for applications at synchrotron light sources and XFELs[J]. Synchrotron Radiation News, 31, 16-20(2018).

    [23] Zhang B S, Gardner D F, Seaberg M D et al. High contrast 3D imaging of surfaces near the wavelength limit using tabletop EUV ptychography[J]. Ultramicroscopy, 158, 98-104(2015).

    [24] Liu J, Liu C G, Zou C L et al. Large dynamic range dark-field imaging based on microscopic images fusion[J]. Optics Communications, 528, 128966(2023).

    [25] Cheng W, Li S K, Wang X Z. Method for inspection of phase defects in extreme ultraviolet lithography mask[J]. Acta Optica Sinica, 43, 0112001(2023).

    [26] Gao H, Chen Q, Liu C W et al. High dynamic range infrared image acquisition based on an improved multi-exposure fusion algorithm[J]. Infrared Physics & Technology, 115, 103698(2021).

    [27] Granados M, Ajdin B, Wand M et al. Optimal HDR reconstruction with linear digital cameras[C], 215-222(2010).

    [28] Bulla J, Chesneau C, Kachour M. On the bivariate skellam distribution[J]. Communications in Statistics-Theory and Methods, 44, 4552-4567(2015).

    [29] Maiden A, Johnson D, Li P. Further improvements to the ptychographical iterative engine[J]. Optica, 4, 736-745(2017).

    [30] Lowe D G. Object recognition from local scale-invariant features[C], 1150-1157(2002).

    [31] Gardner D F, Zhang B S, Seaberg M D et al. High numerical aperture reflection mode coherent diffraction microscopy using off-axis apertured illumination[J]. Optics Express, 20, 19050-19059(2012).

    [32] Maiden A M, Humphry M J, Zhang F C et al. Superresolution imaging via ptychography[J]. Journal of the Optical Society of America A, 28, 604-612(2011).

    Tools

    Get Citation

    Copy Citation Text

    Wenjie Li, Honggang Gu, Li Liu, Lei Zhong, Yu Zhou, Shiyuan Liu. High-Dynamic-Range Ptychography Using Maximum Likelihood Noise Estimation[J]. Laser & Optoelectronics Progress, 2024, 61(8): 0811011

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Imaging Systems

    Received: Mar. 15, 2023

    Accepted: Apr. 28, 2023

    Published Online: Apr. 16, 2024

    The Author Email: Gu Honggang (hongganggu@hust.edu.cn), Liu Shiyuan (shyliu@hust.edu.cn)

    DOI:10.3788/LOP230865

    Topics