Miniature color camera via flat hybrid meta-optics

S Pinilla, JE Fröch, SR Miri Rostami, V Katkovnik… - Science …, 2023 - science.org
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 …

Curriculum learning for ab initio deep learned refractive optics

X Yang, Q Fu, W Heidrich - Nature communications, 2024 - nature.com
Deep optical optimization has recently emerged as a new paradigm for designing
computational imaging systems using only the output image as the objective. However, it …

Enhanced continuous atmospheric water harvesting with scalable hygroscopic gel driven by natural sunlight and wind

X Yang, Z Chen, C Xiang, H Shan, R Wang - Nature communications, 2024 - nature.com
Sorption-based atmospheric water harvesting (SAWH) has received unprecedented
attention as a future water and energy platform. However, the water productivity of SAWH …

Green Manufacturing of Electrically-Tunable Smart Light-Weight Planar Optics: A Review

D Yang, Y Lee, H Kang, QH Vu, G Kang, SE Lee… - International Journal of …, 2024 - Springer
Evolving demands for compact, light-weight, and versatile optical systems across various
industries require the facile integration of planar diffractive optics. For the manufacturing of …

Revealing the preference for correcting separated aberrations in joint optic-image design

J Zhou, S Chen, Z Ren, W Zhang, J Yan, H Feng… - Optics and Lasers in …, 2024 - Elsevier
The joint design of the optical system and the downstream algorithm is a challenging and
promising task. Due to the demand for balancing the global optima of imaging systems and …

Depth of field expansion method for integral imaging based on diffractive optical element and CNN

R Zhou, C Wei, H Ma, S Cao, M Ahmad, C Li, J Li… - Optics …, 2023 - opg.optica.org
In lens-based display systems, lens aberrations and depth of field (DoF) limitation often lead
to blurring and distortion of reconstructed images; Meanwhile, expanding the display DoF …

Low-cost and simple optical system based on wavefront coding and deep learning

S Wei, H Cheng, B Xue, X Shao, T Xi - Applied Optics, 2023 - opg.optica.org
With the development of computational imaging, the integration of optical system design and
digital algorithms has made more imaging tasks easier to perform. Wavefront coding (WFC) …

Unfolding-aided bootstrapped phase retrieval in optical imaging: Explainable AI reveals new imaging frontiers

S Pinilla, KV Mishra, I Shevkunov… - IEEE Signal …, 2023 - ieeexplore.ieee.org
Phase retrieval in optical imaging refers to the recovery of a complex signal from phaseless
data acquired in the form of its diffraction patterns. These patterns are acquired through a …

End-to-end hybrid refractive-diffractive lens design with differentiable ray-wave model

X Yang, M Souza, K Wang, P Chakravarthula… - SIGGRAPH Asia 2024 …, 2024 - dl.acm.org
Hybrid refractive-diffractive lenses combine the light efficiency of refractive lenses with the
information encoding power of diffractive optical elements (DOE), showing great potential as …

Diffraction efficiency analysis of dual-layer diffractive elements with oblique incident angles

H Yang - Optics Express, 2023 - opg.optica.org
This paper proposes a method that combines the effective area method and the oblique
factors to analyze and design dual-layer diffractive optical elements at large incident angles …