Fourier DiffuserScope: Single-shot 3D Fourier light field microscopy with a diffuser
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Abstract (arXiv)
Light field microscopy (LFM) uses a microlens array (MLA) near the sensor plane of a microscope to achieve single-shot 3D imaging of a sample without any moving parts. Unfortunately, the 3D capability of LFM comes with a significant loss of lateral resolution at the focal plane. Placing the MLA near the pupil plane of the microscope, instead of the image plane, can mitigate the artifacts and provide an efficient forward model, at the expense of field-of-view (FOV). Here, we demonstrate improved resolution across a large volume with Fourier DiffuserScope, which uses a diffuser in the pupil plane to encode 3D information, then computationally reconstructs the volume by solving a sparsity-constrained inverse problem. Our diffuser consists of randomly placed microlenses with varying focal lengths; the random positions provide a larger FOV compared to a conventional MLA, and the diverse focal lengths improve the axial depth range. To predict system performance based on diffuser parameters, we for the first time establish a theoretical framework and design guidelines, which are verified by numerical simulations, then build an experimental system that achieves < 3 um lateral and 4 um axial resolution over a 1000 × 1000 × 280 um3 volume. Our diffuser design outperforms the MLA used in LFM, providing more uniform resolution over a larger volume, both laterally and axially.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 29 Jun 2020.
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Citing papers per year: 2021: 3; 2022: 1; 2023: 0; 2024: 1; 2025: 1; 2026: 1.
7 papers.
- 2021Untrained networks for compressive lensless photographycited by 13
- 2024CodedEvents: Optimal Point-Spread-Function Engineering for 3D-Tracking with Event Camerascited by 7
- 2022Physics vs. Learned Priors: Rethinking Camera and Algorithm Design for Task-Specific Imagingcited by 6
- 2021FourierNets enable the design of highly non-local optical encoders for computational imagingcited by 3
- 2021Diffractive lensless imaging with optimized Voronoi-Fresnel phasecited by 2
- 2025Computationally Efficient Information-Driven Optical Design with Interchanging Optimizationcited by 1
- 2026Sparse Light Field Sampling Improves Casual 3D and 4D Reconstructioncited by 0
- 2026Sparse Light Field Sampling Improves Casual 3D and 4D Reconstruction20 Aug 2026
- 2025Computationally Efficient Information-Driven Optical Design with Interchanging Optimization10 Jul 2025
- 2024CodedEvents: Optimal Point-Spread-Function Engineering for 3D-Tracking with Event Cameras13 Jun 2024
- 2022Physics vs. Learned Priors: Rethinking Camera and Algorithm Design for Task-Specific Imaging21 Apr 2022
- 2021Diffractive lensless imaging with optimized Voronoi-Fresnel phase28 Sep 2021
- 2021FourierNets enable the design of highly non-local optical encoders for computational imaging21 Apr 2021
- 2021Untrained networks for compressive lensless photography13 Mar 2021