Inference in artificial intelligence with deep optics and photonics

G Wetzstein, A Ozcan, S Gigan, S Fan, D Englund… - Nature, 2020 - nature.com
Artificial intelligence tasks across numerous applications require accelerators for fast and
low-power execution. Optical computing systems may be able to meet these domain-specific …

Single image depth estimation: An overview

A Mertan, DJ Duff, G Unal - Digital Signal Processing, 2022 - Elsevier
We review solutions to the problem of depth estimation, arguably the most important subtask
in scene understanding. We focus on the single image depth estimation problem. Due to its …

DeepSTORM3D: dense 3D localization microscopy and PSF design by deep learning

E Nehme, D Freedman, R Gordon, B Ferdman… - Nature …, 2020 - nature.com
An outstanding challenge in single-molecule localization microscopy is the accurate and
precise localization of individual point emitters in three dimensions in densely labeled …

Temporal phase unwrap** based on unequal phase-shifting code

H An, Y Cao, H Li, H Zhang - IEEE Transactions on Image …, 2023 - ieeexplore.ieee.org
In fringe projection profilometry (FPP) based on temporal phase unwrap** (TPU),
reducing the number of projecting patterns has become one of the most important works in …