Polarization Multi-Image Synthesis with Birefringent Metasurfaces
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Abstract (arXiv)
Optical metasurfaces composed of precisely engineered nanostructures have gained significant attention for their ability to manipulate light and implement distinct functionalities based on the properties of the incident field. Computational imaging systems have started harnessing this capability to produce sets of coded measurements that benefit certain tasks when paired with digital post-processing. Inspired by these works, we introduce a new system that uses a birefringent metasurface with a polarizer-mosaicked photosensor to capture four optically-coded measurements in a single exposure. We apply this system to the task of incoherent opto-electronic filtering, where digital spatial-filtering operations are replaced by simpler, per-pixel sums across the four polarization channels, independent of the spatial filter size. In contrast to previous work on incoherent opto-electronic filtering that can realize only one spatial filter, our approach can realize a continuous family of filters from a single capture, with filters being selected from the family by adjusting the post-capture digital summation weights. To find a metasurface that can realize a set of user-specified spatial filters, we introduce a form of gradient descent with a novel regularizer that encourages light efficiency and a high signal-to-noise ratio. We demonstrate several examples in simulation and with fabricated prototypes, including some with spatial filters that have prescribed variations with respect to depth and wavelength. Visit the Project Page at https://deanhazineh.github.io/publications/Multi_Image_Synthesis/MIS_Home.html
Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). Builds on 7 of its 73 references that are in the map. First posted on arXiv 16 Jul 2023.
Builds on
7 of 73 references.
References · 7
- 2020Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domainscited by 2,200
- 2014Understanding Deep Image Representations by Inverting Themcited by 403
- 2020Deep neural networks for the evaluation and design of photonic devicescited by 50
- 2020Single-shot Hyperspectral-Depth Imaging with Learned Diffractive Opticscited by 39
- 2020Spectral DiffuserCam: lensless snapshot hyperspectral imaging with a spectral filter arraycited by 24
- 2022PS2F: Polarized Spiral Point Spread Function for Single-Shot 3D Sensingcited by 4
- 2021Programmable Spectral Filter Arrays using Phase Spatial Light Modulatorcited by 1
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Citing papers per year: 2024: 1; 2025: 1; 2026: 1.
3 papers.