Spectral super-resolution meets deep learning: Achievements and challenges

J He, Q Yuan, J Li, Y Xiao, D Liu, H Shen, L Zhang - Information Fusion, 2023 - Elsevier
Spectral super-resolution (sSR) is a very important technique to obtain hyperspectral images
from only RGB images, which can effectively overcome the high acquisition cost and low …

Design strategies and applications of dimensional optical field manipulation based on metasurfaces

W Liu, Z Li, MA Ansari, H Cheng, J Tian… - Advanced …, 2023 - Wiley Online Library
Recent rapid progress in metasurfaces is underpinned by the physics of local and nonlocal
resonances and the modes coupling among them, leading to tremendous applications such …

Compact angle-resolved metasurface spectrometer

G Cai, Y Li, Y Zhang, X Jiang, Y Chen, G Qu, X Zhang… - Nature Materials, 2024 - nature.com
Light scattered or radiated from a material carries valuable information on the said material.
Such information can be uncovered by measuring the light field at different angles and …

Computational spectropolarimetry with a tunable liquid crystal metasurface

Y Ni, C Chen, S Wen, X Xue, L Sun, Y Yang - eLight, 2022 - Springer
While conventional photodetectors can only measure light intensity, the vectorial light field
contains much richer information, including polarization and spectrum, that are essential for …

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 …

Ultraspectral imaging based on metasurfaces with freeform shaped meta‐atoms

J Yang, K Cui, X Cai, J Xiong, H Zhu… - Laser & Photonics …, 2022 - Wiley Online Library
Metasurfaces have an exceptional capacity to manipulate the phase, amplitude,
polarization, or spectrum of light. However, unit cells, or meta‐atoms, of metasurfaces are …

Asymptotic dispersion engineering for ultra-broadband meta-optics

Y Hu, Y Jiang, Y Zhang, X Yang, X Ou, L Li… - nature …, 2023 - nature.com
Dispersion decomposes compound light into its monochromatic components, which is
detrimental to broadband imaging but advantageous for spectroscopic applications …

Monolithic spiral metalens for ultrahigh‐capacity and single‐shot sorting of full angular momentum state

X Li, C Chen, Y Guo, Q He, R Zhang… - Advanced Functional …, 2024 - Wiley Online Library
Sorting orbital angular momentum (OAM) and spin angular momentum (SAM) of photons is
crucial for optical communications, optical storage, and quantum information processing …

Broadband picometer-scale resolution on-chip spectrometer with reconfigurable photonics

C Yao, M Chen, T Yan, L Ming, Q Cheng… - Light: Science & …, 2023 - nature.com
Miniaturization of optical spectrometers is important to enable spectroscopic analysis to play
a role in in situ, or even in vitro and in vivo characterization systems. However, scaled-down …

Dielectric metasurface for synchronously spiral phase contrast and bright-field imaging

Y Zhang, P Lin, P Huo, M Liu, Y Ren, S Zhang… - Nano Letters, 2023 - ACS Publications
Spiral phase contrast imaging and bright-field imaging are two widely used modes in
microscopy, providing distinct morphological information about objects. However …