scholarly journals Single-pixel computational ghost imaging with helicity-dependent metasurface hologram

2017 ◽  
Vol 3 (9) ◽  
pp. e1701477 ◽  
Author(s):  
Hong-Chao Liu ◽  
Biao Yang ◽  
Qinghua Guo ◽  
Jinhui Shi ◽  
Chunying Guan ◽  
...  
Keyword(s):  
Ghost Imaging ◽  
Single Pixel

scholarly journals X-ray computational ghost imaging with single-pixel detector

2019 ◽  
Vol 27 (3) ◽  
pp. 3284 ◽  
Author(s):  
Y. Klein ◽  
A. Schori ◽  
I. P. Dolbnya ◽  
K. Sawhney ◽  
S. Shwartz
Keyword(s):  
Pixel Detector ◽  
Ghost Imaging ◽  
X Ray ◽  
Single Pixel

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

2022 ◽  
Vol 11 (1) ◽  
Author(s):  
Fei Wang ◽  
Chenglong Wang ◽  
Mingliang Chen ◽  
Wenlin Gong ◽  
Yu Zhang ◽  
...  
Keyword(s):  
Neural Network ◽  
Physical Model ◽  
Deep Neural Network ◽  
Super Resolution ◽  
Far Field ◽  
Ghost Imaging ◽  
Practical Applications ◽  
Sampling Ratio ◽  
Network Output ◽  
Single Pixel

AbstractGhost 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 biomedical imaging to remote sensing. However, GI usually requires a large amount of single-pixel samplings in order to reconstruct a high-resolution image, imposing a practical limit for its applications. Here we propose a far-field super-resolution GI technique that incorporates the physical model for GI image formation into a deep neural network. The resulting hybrid neural network does not need to pre-train on any dataset, and allows the reconstruction of a far-field image with the resolution beyond the diffraction limit. Furthermore, the physical model imposes a constraint to the network output, making it effectively interpretable. We experimentally demonstrate the proposed GI technique by imaging a flying drone, and show that it outperforms some other widespread GI techniques in terms of both spatial resolution and sampling ratio. We believe that this study provides a new framework for GI, and paves a way for its practical applications.

Large-scale silicon photonic phased array chip for single-pixel ghost imaging

2019 ◽  
Author(s):  
Yusuke Kohno ◽  
Kento Komatsu ◽  
Yasuyuki Ozeki ◽  
Yoshiaki Nakano ◽  
Takuo Tanemura
Keyword(s):  
Large Scale ◽  
Phased Array ◽  
Ghost Imaging ◽  
Silicon Photonic ◽  
Single Pixel

An Efficient Imaging Strategy for Single Pixel Camera

2013 ◽  
Vol 475-476 ◽  
pp. 383-387 ◽  
Author(s):  
Chuan Rong Li ◽  
Qi Wang
Keyword(s):  
Remote Sensing ◽  
High Resolution ◽  
Compressive Sensing ◽  
Simulation Experiment ◽  
Ghost Imaging ◽  
Imaging Device ◽  
Imaging Strategy ◽  
Application Requirements ◽  
Single Pixel ◽  
Reconstruction Time

Single pixel camera is a new imaging device that develops from the ghost imaging and compressive sensing theory. For high resolution remote sensing imaging with large amount of data, the process of measurement and reconstruction is time-consuming, which limits its application to remote sensing area. Based on the analysis of the configuration of the single pixel camera, an efficient imaging strategy through combining different numbers of micro mirrors was proposed. Simulation experiment was carried out for the scene consisting of a ship in the ocean. Three types of images, in low, middle and high resolution, are constructed respectively by the control of DMD working area and the strategy to combining DMD mirrors. The reconstructed images reached the application requirements at very low measurement and reconstruction time cost. The effectiveness and practicality of this strategy could be applied to other compressive sensing imaging devices.

scholarly journals Instant single-pixel imaging: on-chip real-time implementation based on the instant ghost imaging algorithm

OSA Continuum ◽  
2020 ◽  
Vol 3 (3) ◽  
pp. 629
Author(s):  
Zhe Yang ◽  
Jun Liu ◽  
Wei-Xing Zhang ◽  
Dong Ruan ◽  
Jun-Lin Li
Keyword(s):  
Real Time ◽  
Ghost Imaging ◽  
Imaging Algorithm ◽  
On Chip ◽  
Single Pixel

scholarly journals Experimental demonstration of ghost imaging with speckled light in long-wavelength infrared range

2021 ◽  
Vol 2091 (1) ◽  
pp. 012008
Author(s):  
I Sh Khasanov
Keyword(s):  
Infrared Imaging ◽  
Optical Design ◽  
Infrared Range ◽  
Ghost Imaging ◽  
Light Modulator ◽  
Long Wavelength ◽  
Thermal Cameras ◽  
Infrared Frequency Range ◽  
Long Wavelength Infrared ◽  
Single Pixel

Abstract Infrared imaging with a single-pixel camera can achieve radiometric accuracy not currently available with multi-pixel thermal cameras. One of the actively investigated single-pixel camera technology is ghost imaging. We propose an optical design to experimentally demonstrate classical ghost imaging in the long-wave infrared frequency range with speckled light without using a spatial light modulator. We obtained an example low-quality ghost image and then used the cross-correlation function to identify and explain the main difficulties in ghost imaging with a thermal camera.

Single pixel neural network object classification of theSub-Nyquist ghost imaging

2021 ◽  
Author(s):  
Jianing Cao ◽  
Yuhui Zuo ◽  
Huahua Wang ◽  
Weidong Feng ◽  
Zhixin Yang ◽  
...  
Keyword(s):  
Neural Network ◽  
Object Classification ◽  
Ghost Imaging ◽  
Network Object ◽  
Single Pixel

Single-pixel Digital Holography Based on Computational “Ghost” Imaging

2012 ◽  
Author(s):  
Pere Clemente ◽  
Vicente Durán ◽  
Enrique Tajahuerce ◽  
Victor Torres-Company ◽  
Jesús Lancis
Keyword(s):  
Digital Holography ◽  
Ghost Imaging ◽  
Single Pixel
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