Software-defined nanophotonic devices and systems empowered by machine learning

Y Xu, B Xiong, W Ma, Y Liu - Progress in Quantum Electronics, 2023 - Elsevier
Nanophotonic devices, such as metasurfaces and silicon photonic components, have been
progressively demonstrated to be efficient and versatile alternatives to their bulky …

Recent advanced applications of metasurfaces in multi-dimensions

Q Yuan, Q Ge, L Chen, Y Zhang, Y Yang, X Cao… - …, 2023 - degruyter.com
Unlike traditional optical components, which rely on the gradual accumulation of light along
the optical path over a distance much larger than the wavelength to form a wavefront …

Metasurface-empowered snapshot hyperspectral imaging with convex/deep (CODE) small-data learning theory

CH Lin, SH Huang, TH Lin, PC Wu - Nature communications, 2023 - nature.com
Hyperspectral imaging is vital for material identification but traditional systems are bulky,
hindering the development of compact systems. While previous metasurfaces address …

Imaging-based intelligent spectrometer on a plasmonic rainbow chip

D Tua, R Liu, W Yang, L Zhou, H Song, L Ying… - Nature …, 2023 - nature.com
Compact, lightweight, and on-chip spectrometers are required to develop portable and
handheld sensing and analysis applications. However, the performance of these …

High-quality holographic 3D display system based on virtual splicing of spatial light modulator

D Wang, ZS Li, YW Zheng, NN Li, YL Li… - ACS Photonics, 2022 - ACS Publications
Holographic 3D display technology is a kind of naked-eye 3D display technology that can
realize the undifferentiated fusion of the virtual reconstructed image and real scene without …

Real-time machine learning–enhanced hyperspectro-polarimetric imaging via an encoding metasurface

L Zhang, C Zhou, B Liu, Y Ding, HJ Ahn, S Chang… - Science …, 2024 - science.org
Light fields carry a wealth of information, including intensity, spectrum, and polarization.
However, standard cameras capture only the intensity, disregarding other valuable …

Computational hyperspectral devices based on quasi-random metasurface supercells

C Chen, X Li, G Yang, X Chen, S Liu, Y Guo, H Li - Nanoscale, 2023 - pubs.rsc.org
Computational hyperspectral devices that use artificial filters have shown promise as
compact spectral devices. However, the current designs are restricted by limited types and …

Recent advances and prospects of optical metasurfaces

S Zhang, H Zhou, B Liu, Z Su, L Huang - Acs Photonics, 2023 - ACS Publications
As an artificial planar composite medium, optical metasurfaces exhibit powerful
multidimensional optical modulations at the subwavelength scale. With the aid of intelligent …

Anti-spoofing face recognition using a metasurface-based snapshot hyperspectral image sensor

S Rao, Y Huang, K Cui, Y Li - Optica, 2022 - opg.optica.org
Modern face recognition systems usually combine RGB, depth, and infrared cameras to do
face antispoofing, but they are still not robust enough to unknown 3D high-quality mask …

Advanced optical imaging based on metasurfaces

X Zou, R Lin, Y Fu, G Gong, X Zhou… - Advanced Optical …, 2024 - Wiley Online Library
Recently, metasurfaces have arisen as next‐generation optics with various merits, such as
being ultrathin and lightweight with multi‐function integration. Numerous applications of …