Single-pixel imaging 12 years on: a review
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 …
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
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 …
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 …
measurements and thus has great potential in applications in various fields ranging from …
Deep-learning-based ghost imaging
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 …
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
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 …
usually require to experimentally collect a large set of labeled data to train a neural network …
Single-pixel imaging using physics enhanced deep learning
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 …
three-dimensional image reconstruction from a one-dimensional bucket signal acquired …
Single-pixel imaging by means of Fourier spectrum acquisition
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 …
the object, but high-quality imaging has been proven challenging especially in the presence …
Review of metasurface antennas for computational microwave imaging
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 …
computational imaging (CI) concepts for the realization of imaging systems that are planar …
Experimental x-ray ghost imaging
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 …
range. We use a synchrotron x-ray beam that is split using a thin crystal in Laue diffraction …
3D computational imaging with single-pixel detectors
Computational imaging enables retrieval of the spatial information of an object with the use
of single-pixel detectors. By projecting a series of known random patterns and measuring …
of single-pixel detectors. By projecting a series of known random patterns and measuring …