Compressive ghost imaging

Abstract

We describe an advanced image reconstruction algorithm for pseudothermal ghost imaging, reducing the number of measurements required for image recovery by an order of magnitude. The algorithm is based on compressed sensing, a technique that enables the reconstruction of an N-pixel image from much less than N measurements. We demonstrate the algorithm using experimental data from a pseudothermal ghost-imaging setup. The algorithm can be applied to data taken from past pseudothermal ghost-imaging experiments, improving the reconstruction's quality.

Comments are welcome

References in corpus (4)

• Compressed Sensing in Astronomy
• Coherent imaging with pseudo-thermal incoherent light
• Signal-to-noise ratio of Gaussian-state ghost imaging
• Computational Ghost Imaging

Cited by in corpus (133)

• Compressive Fluorescence Microscopy for Biological and Hyperspectral Imaging
• Normalized Ghost Imaging
• Experimental x-ray ghost imaging
• Ghost imaging lidar via sparsity constraints
• Three-dimensional ghost imaging ladar
• Imaging With Nature: Compressive Imaging Using a Multiply Scattering Medium
• Efficient measurement of quantum dynamics via compressive sensing
• Experimental comparison of single-pixel imaging algorithms
• Backscattering Differential Ghost Imaging in Turbid Media
• Object Identification Using Correlated Orbital Angular Momentum States
• Compressive adaptive computational ghost imaging
• Reflective Ghost Imaging through Turbulence
• Super-resolution far-field ghost imaging via compressive sampling
• Single-pixel digital "ghost" holography
• Photon number correlation for quantum enhanced imaging and sensing
• Quantum imaging with sub-Poissonian light: challenges and perspectives in optical metrology
• Compressive Direct Measurement of the Quantum Wave Function
• Nonlocal imaging by conditional averaging of random reference measurements
• Intelligent Meta-Imagers: From Compressed to Learned Sensing
• Time-correspondence differential ghost imaging
• The effect of spatial transverse coherence property of a thermal source on Ghost imaging and Ghost imaging via compressive sampling
• Quantum imaging of biological organisms through spatial and polarization entanglement
• Efficient single pixel imaging in Fourier space
• Efficient estimation of nearly sparse many-body quantum Hamiltonians
• Compressive Object Tracking using Entangled Photons
• Phase-sensitive x-ray ghost imaging
• Diffraction-limited plenoptic imaging with correlated light
• Neutron Ghost Imaging
• Compressive three-dimensional super-resolution microscopy with speckle-saturated fluorescence excitation
• Differential ghost imaging in time domain
• On Random-Matrix Bases, Ghost Imaging and X-ray Phase Contrast Computational Ghost Imaging
• Ghost imaging LiDAR via sparsity constraints using push-broom scanning
• Circumventing the optical diffraction limit with customized speckles
• A Double-Threshold Technique for Fast Time-Correspondence Imaging
• Photoacoustic imaging beyond the acoustic diffraction-limit with dynamic speckle illumination and sparse joint support recovery
• Compressive optical imaging with a photonic lantern
• Pattern revivals from fractional Gouy phases in structured light
• Two-Photon Spiral Imaging with Correlated Orbital Angular Momentum States
• Toward real-time quantum imaging with a single pixel camera
• Multi-resolution Progressive Computational Ghost Imaging
• Edge detection based on joint iteration ghost imaging
• Binary sampling ghost imaging: add random noise to fight quantization caused image quality decline
• Ghost imaging based on Y-net: a dynamic coding and conjugate-decoding approach
• Protocol based on compressed sensing for high-speed authentication and cryptographic key distribution over a multiparty optical network
• Simultaneous Measurement of Complementary Observables with Compressive Sensing
• On the efficiency of computational imaging with structured illumination
• Light-field microscopy with correlated beams for extended volumetric imaging at the diffraction limit
• Sparsity-Based Super Resolution for SEM Images
• Signal-to-noise properties of correlation plenoptic imaging with chaotic light
• Single-shot thermal ghost imaging using wavelength-division multiplexing
• Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks
• Correlated-photon imaging at 10 volumetric images per second
• 100,000 frames-per-second compressive imaging with a conventional rolling-shutter camera by random point-spread-function engineering
• On the Inherent Dose-Reduction Potential of Classical Ghost Imaging
• Optimization of light fields in ghost imaging using dictionary learning
• Long-distance thermal temporal ghost imaging over optical fibers
• Ghost Imaging Based on Recurrent Neural Network
• Quantum differential ghost microscopy
• Single pixel structured imaging through fog
• Ghost imaging with engineered quantum states by Hong-Ou-Mandel interference
• Ghost Imaging at an XUV Free-Electron Laser
• 0.8% Nyquist computational ghost imaging via non-experimental deep learning
• Accelerating ultrafast spectroscopy with compressive sensing
• Optimizing illumination patterns for classical ghost imaging
• Computational distributed fiber-optic sensing
• Domino successive-deviation ghost imaging
• Object reconstruction from multiplexed quantum ghost images using reduction technique
• Ghost translation
• Sub-Nyquist computational ghost imaging with orthonormalized colored noise pattern
• Fragment-synthesis-based multiparty cryptographic key distribution over a public network
• High Capacity Imaging and Rotationally Insensitive Object Identification with Correlated Orbital Angular Momentum States
• One mask to rule them all: Writing arbitrary distributions of radiant exposure by scanning a single illuminated spatially-random screen
• Real-Space Inversion and Super-Resolution of Ultrafast Scattering
• 3D Single-pixel imaging with active sampling patterns and learning based reconstruction
• Ghost imaging with the human eye
• Sharp images from diffuse beams: factorisation of the discrete delta function
• Self-synchronizing scheme for high speed computational ghost imaging
• Instant Ghost Imaging: Algorithm and On-chip Implementation
• Proof-of-principle experimental demonstration of quantum secure imaging based on quantum key distribution
• Nearly nondestructive thermometry of labeled cold atoms and application to isotropic laser cooling
• Quantum hacking perceiving for quantum key distribution using temporal ghost imaging
• Imaging around corners with single-pixel detector by computational ghost imaging
• Ghost projection. II. Beam shaping using realistic spatially-random masks
• Two-dimensional spectroscopy of Rydberg gases
• Mapping Photocathode Quantum Efficiency with Ghost Imaging
• Nonlocal compensation of pure phase objects with entangled photons
• High-resolution absorption measurements with free-electron lasers using ghost spectroscopy
• Quantum neural compressive sensing for ghost imaging
• Classification and reconstruction for single-pixel imaging with classical and quantum neural networks
• Temporally and Spatially variant-resolution illumination patterns in computational ghost imaging
• Universal mask for hard X rays
• Single-pixel imaging via data-driven and deep image prior dual networks
• Generative-Adversarial-Networks-based Ghost Recognition
• Single-shot Sub-Rayleigh Imaging with Sparse Detection
• Multi-wavelength ghost imaging: a review
• Computational ghost imaging versus imaging laser radar for 3D imaging
• Do log factors matter? On optimal wavelet approximation and the foundations of compressed sensing
• Patterns for ghost imaging generated by the Ising model
• Compressive lensless endoscopy with partial speckle scanning
• Granger Causality for Compressively Sensed Sparse Signals
• Turbulence Mitigation in Phase-Conjugated Two-Photon Imaging
• Fermionic ghost imaging
• Quantum imaging exploiting twisted photon pairs
• On the Relationship Between Dual Photography and Classical Ghost Imaging
• Deep learning based high-resolution incoherent x-ray imaging with a single-pixel detector
• Speckles-Training-Based Denoising Convolutional Neural Network Ghost Imaging
• Preconditioned Multiple Orthogonal Least Squares and Applications in Ghost Imaging via Sparsity Constraint
• Practical x-ray ghost imaging with synchrotron light
• True color night vision correlated imaging based on intensity correlation of light
• Design of optimal illumination patterns in single-pixel imaging using image dictionaries
• X-ray ghost tomography: denoising, dose fractionation and mask considerations
• Efficient measurement of the time-dependent cavity field through compressed sensing
• Lensless Imaging with Compressive Ultrafast Sensing
• Quantum Imaging of High-Dimensional Hilbert Spaces with Radon Transform
• High fidelity single-pixel imaging
• Can a conventional optical camera realize turbulence-free imaging?
• High-speed x-ray imaging with single-pixel detector
• High-speed real-time single-pixel microscopy based on Fourier sampling
• Towards quantum 3D imaging devices: the Qu3D project
• Quantum projection ghost imaging
• Secondary complementary balancing compressive imaging with a free-space balanced amplified photodetector
• Instant ghost imaging: improving robustness for ghost imaging subject to optical background noise
• Quantitative Dynamic Phase Mapping via Single-Arm Field-Correlation Ghost Imaging
• Advances in Position-Momentum Entanglement: A Versatile Tool for Quantum Technologies
• On Learning from Ghost Imaging without Imaging
• Is it necessary to achieve sub-wavelength interference with correlation?
• On the possibility of a considerable quality improvement of a quantum ghost image by sensing in the object arm
• Moving Object Captured with Pink Noise Pattern in Computational Ghost Imaging
• Forming images using conditioned partial measurements from reference arm in ghost imaging
• Ghost Imaging with the Optimal Binary Sampling
• Computational ghost imaging using a field-programmable gate array
• Scattering Assisted Imaging
• Chemical element mapping by x-ray ghost fluorescence