ArticleScience advances2023
Miniature color camera via flat hybrid meta-optics.
Article in Science advances, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
What it found
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The trial behind it
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Who cites it
6 citing papers in PubMed.
- Privacy-Aware Meta-Optics for Person Detection.ACS photonics · 2026Article
- Compound Meta-Optics for Advanced Optical Engineering.Sensors (Basel, Switzerland) · 2026Review
- Neural network enabled wide field-of-view imaging with hyperbolic metalenses.Nanophotonics (Berlin, Germany) · 2025Article
- Meta-Optics for Optical Engineering of Next-Generation AR/VR Near-Eye Displays.Micromachines · 2025Review
- Broadband Achromatic Hybrid Metalens Module with 100° Field of View for Visible Imaging.Sensors (Basel, Switzerland) · 2025Article
- Aberration-corrected hybrid metalens for longwave infrared thermal imaging.Nanophotonics (Berlin, Germany) · 2024Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The race for miniature color cameras using flat meta-optics has rapidly developed the end-to-end design framework using neural networks. Although a large body of work has shown the potential of this methodology, the reported performance is still limited due to fundamental limitations coming from meta-optics, mismatch between simulated and resultant experimental point spread functions, and calibration errors. Here, we use a HIL optics design methodology to solve these limitations and demonstrate a miniature color camera via flat hybrid meta-optics (refractive + meta-mask). The resulting camera achieves high-quality full-color imaging for a 5-mm aperture optics with a focal length of 5 mm. We observed a superior quality of the images captured by the hybrid meta-optical camera compared to a compound multi-lens optics of a mirrorless commercial camera.
Identifiers
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.