Single-pixel imaging 12 years on: a review

GM Gibson, SD Johnson, MJ Padgett - Optics express, 2020 - opg.optica.org
Modern cameras typically use an array of millions of detector pixels to capture images. By
contrast, single-pixel cameras use a sequence of mask patterns to filter the scene along with …

On the use of deep learning for computational imaging

G Barbastathis, A Ozcan, G Situ - Optica, 2019 - opg.optica.org
Since their inception in the 1930–1960s, the research disciplines of computational imaging
and machine learning have followed parallel tracks and, during the last two decades …

Far-field super-resolution ghost imaging with a deep neural network constraint

F Wang, C Wang, M Chen, W Gong, Y Zhang… - Light: Science & …, 2022 - nature.com
Ghost imaging (GI) facilitates image acquisition under low-light conditions by single-pixel
measurements and thus has great potential in applications in various fields ranging from …

Deep-learning-based ghost imaging

M Lyu, W Wang, H Wang, H Wang, G Li, N Chen… - Scientific reports, 2017 - nature.com
In this manuscript, we propose a novel framework of computational ghost imaging, ie, ghost
imaging using deep learning (GIDL). With a set of images reconstructed using traditional GI …

Learning from simulation: An end-to-end deep-learning approach for computational ghost imaging

F Wang, H Wang, H Wang, G Li, G Situ - Optics express, 2019 - opg.optica.org
Artificial intelligence (AI) techniques such as deep learning (DL) for computational imaging
usually require to experimentally collect a large set of labeled data to train a neural network …

Single-pixel imaging by means of Fourier spectrum acquisition

Z Zhang, X Ma, J Zhong - Nature communications, 2015 - nature.com
Single-pixel imaging techniques enable to capture a scene without a direct line of sight to
the object, but high-quality imaging has been proven challenging especially in the presence …

Single-pixel imaging using physics enhanced deep learning

F Wang, C Wang, C Deng, S Han, G Situ - Photonics Research, 2021 - opg.optica.org
Single-pixel imaging (SPI) is a typical computational imaging modality that allows two-and
three-dimensional image reconstruction from a one-dimensional bucket signal acquired …

Review of metasurface antennas for computational microwave imaging

MF Imani, JN Gollub, O Yurduseven… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
This article covers recent advances in the fusion of metasurface antenna design and
computational imaging (CI) concepts for the realization of imaging systems that are planar …

Single pixel imaging at megahertz switching rates via cyclic Hadamard masks

E Hahamovich, S Monin, Y Hazan… - Nature communications, 2021 - nature.com
Optical imaging is commonly performed with either a camera and wide-field illumination or
with a single detector and a scanning collimated beam; unfortunately, these options do not …

Experimental x-ray ghost imaging

D Pelliccia, A Rack, M Scheel, V Cantelli, DM Paganin - Physical review letters, 2016 - APS
We report an experimental proof of principle for ghost imaging in the hard-x-ray energy
range. We use a synchrotron x-ray beam that is split using a thin crystal in Laue diffraction …