Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Event-Triggered ESO-Based Prescribed-Time Funnel Control for Robust Trajectory Tracking of Micro Quadrotor UAVs.

Micromachines·2026
Same author

Kilogram-Scale Synthesis of Few-Layer Graphene-Skinned Copper Powders via Pulsed-Pressure Chemical Vapor Deposition.

Small (Weinheim an der Bergstrasse, Germany)·2026
Same author

Chromosome 5q deletion drives evolution of aneuploidy in myeloid neoplasms with complex karyotype.

Blood·2026
Same author

Clinicogenomic Insights for Progression-Free Survival in Prostate Cancer.

International journal of environmental research and public health·2026
Same author

Epigenetic reactivation of the tumor suppressor ZBTB7A by KDM4 inhibition in human acute myeloid leukemia.

Science translational medicine·2026
Same author

High-Throughput Proteomic Profiling to Evaluate Differentiation Syndrome With Menin Inhibition.

Molecular & cellular proteomics : MCP·2026
Same journal

Denoising algorithm of Φ-OTDR systems based on adaptive fractional wavelet transform denoising.

Optics express·2026
Same journal

Millisecond photon-to-photon latency and high-speed volumetric projection system for optogenetics.

Optics express·2026
Same journal

Polarization-encoded coaxial structured light for high-precision 3D surface profilometry.

Optics express·2026
Same journal

Discrete freeform optical design based on collaborative optimization of point cloud and local normals.

Optics express·2026
Same journal

Ultrafast ghost imaging with 25 GHz speckle switching and wavelength-division multiplexing.

Optics express·2026
Same journal

Atomic vapor cells fabricated by femtosecond laser welding of standard-optical-quality glass.

Optics express·2026
See all related articles

Related Experiment Video

Updated: Jun 6, 2025

Digital Inline Holographic Microscopy DIHM of Weakly-scattering Subjects
10:16

Digital Inline Holographic Microscopy DIHM of Weakly-scattering Subjects

Published on: February 8, 2014

12.2K

DMEDH: diffusion model-boosted multiplane extrapolation for digital holographic reconstruction.

Songyang Gao, Weisheng Xu, Xinyi Wu

    Optics Express
    |November 22, 2024
    PubMed
    Summary
    This summary is machine-generated.

    This study introduces a novel diffusion model-boosted multiplane extrapolation for digital holographic reconstruction (DMEDH) algorithm. DMEDH significantly enhances image reconstruction quality and generalization in digital holography.

    More Related Videos

    Lens-free Video Microscopy for the Dynamic and Quantitative Analysis of Adherent Cell Culture
    09:04

    Lens-free Video Microscopy for the Dynamic and Quantitative Analysis of Adherent Cell Culture

    Published on: February 23, 2018

    9.4K
    Compact Lens-less Digital Holographic Microscope for MEMS Inspection and Characterization
    10:28

    Compact Lens-less Digital Holographic Microscope for MEMS Inspection and Characterization

    Published on: July 5, 2016

    10.2K

    Related Experiment Videos

    Last Updated: Jun 6, 2025

    Digital Inline Holographic Microscopy DIHM of Weakly-scattering Subjects
    10:16

    Digital Inline Holographic Microscopy DIHM of Weakly-scattering Subjects

    Published on: February 8, 2014

    12.2K
    Lens-free Video Microscopy for the Dynamic and Quantitative Analysis of Adherent Cell Culture
    09:04

    Lens-free Video Microscopy for the Dynamic and Quantitative Analysis of Adherent Cell Culture

    Published on: February 23, 2018

    9.4K
    Compact Lens-less Digital Holographic Microscope for MEMS Inspection and Characterization
    10:28

    Compact Lens-less Digital Holographic Microscope for MEMS Inspection and Characterization

    Published on: July 5, 2016

    10.2K

    Area of Science:

    • Optics and Photonics
    • Computational Imaging
    • Artificial Intelligence

    Background:

    • Digital holography reconstructs light field amplitude and phase but is limited by hologram size.
    • Existing multi-plane hologram methods lack effective prior information, restricting reconstruction quality.

    Purpose of the Study:

    • To develop an advanced algorithm for high-quality digital holographic image reconstruction.
    • To leverage diffusion models for improved prior information in holographic reconstruction.

    Main Methods:

    • Proposed the diffusion model-boosted multiplane extrapolation for digital holographic reconstruction (DMEDH) algorithm.
    • Utilized dual-channel prior information (amplitude and phase) via denoising score matching.
    • Implemented a physically driven dual-domain rotational iterative process.

    Main Results:

    • DMEDH demonstrated superior reconstruction quality, structural similarity, and peak signal-to-noise ratios compared to traditional methods.
    • The algorithm showed strong generalization capabilities in both simulations and experiments.
    • Reconstruction from two holograms using DMEDH surpassed traditional methods using five holograms.

    Conclusions:

    • DMEDH effectively overcomes limitations of hologram size and prior information deficiency in digital holography.
    • The proposed method offers a significant advancement in achieving high-fidelity holographic image reconstruction.