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The Application of Compressed Sensing for Photo-Acoustic Tomography

https://doi.org/10.1109/tmi.2008.2007825

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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New tight frames of curvelets and optimal representations of objects with piecewise C 2 singularities

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An iterative thresholding algorithm for linear inverse problems with a sparsity constraint

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Stable signal recovery from incomplete and inaccurate measurements

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For most large underdetermined systems of equations, the minimal 𝓁 1 ‐norm near‐solution approximates the sparsest near‐solution

inferredcites →https://doi.org/10.1002/mrm.21391openalex-snapshot

Sparse MRI: The application of compressed sensing for rapid MR imaging

inferredcites →https://doi.org/10.1006/acha.1995.1008openalex-snapshot

Nonlinear Solution of Linear Inverse Problems by Wavelet–Vaguelette Decomposition

inferredcites →https://doi.org/10.1007/978-981-287-390-3_2openalex-snapshot

Distributed Compressed Sensing

inferredcites →https://doi.org/10.1007/bf02678430openalex-snapshot

Adaptive Greedy Approximations

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Imaging of hemoglobin oxygen saturation variations in single vessels in vivo using photoacoustic microscopy

inferredcites →https://doi.org/10.1103/physreve.71.016706openalex-snapshot

Universal back-projection algorithm for photoacoustic computed tomography

inferredcites →https://doi.org/10.1109/tit.2005.862083openalex-snapshot

Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information

inferredcites →https://doi.org/10.1109/tit.2006.871582openalex-snapshot

Compressed sensing

inferredcites →https://doi.org/10.1109/tit.2008.929958openalex-snapshot

Fast Solution of $\ell _{1}$-Norm Minimization Problems When the Solution May Be Sparse

inferredcites →https://doi.org/10.1109/tmi.2002.801176openalex-snapshot

Time-domain reconstruction for thermoacoustic tomography in a spherical geometry

inferredcites →https://doi.org/10.1117/1.2717531openalex-snapshot

Photoacoustic imaging of lacZ gene expression in vivo

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Book Review: Biomedical Optics, Principles and Imaging

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Optoacoustic imaging of blood for visualization and diagnostics of breast cancer

inferredcites →https://doi.org/10.1118/1.1521720openalex-snapshot

Photoacoustic tomography of biological tissues with high cross‐section resolution: Reconstruction and experiment

inferredcites →https://doi.org/10.1118/1.597429openalex-snapshot

Photoacoustic ultrasound (PAUS)—Reconstruction tomography

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Computational Methods for Inverse Problems

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Thermoacoustic Molecular Imaging of Small Animals

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Least angle regression

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Two-dimensional photoacoustic imaging by use of Fourier-transform image reconstruction and a detector with an anisotropic response

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Imaging of tumor angiogenesis in rat brains in vivo by photoacoustic tomography

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Deeply penetrating photoacoustic tomography in biological tissues enhanced with an optical contrast agent

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Improved in vivo photoacoustic microscopy based on a virtual-detector concept

inferredcites →https://doi.org/10.2307/1390657openalex-snapshot

On the LASSO and Its Dual

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Utranspa: Transformer-Based Network for Sparsely Viewed Photoacoustic Tomography

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Handbook of Mathematical Methods in Imaging

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Photoacoustic and Thermoacoustic Tomography: Image Formation Principles

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Photoacoustic and Thermoacoustic Tomography: Image Formation Principles

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Graph-Based Compression of Incomplete 3D Photoacoustic Data

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Plane-Wave Ultrasound Imaging: Implementation and Evaluation of Different Interpolation Schemes

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Image Fusion Based on Compressed Sensing

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Image Fusion in Compressed Sensing Based on Non-subsampled Contourlet Transform

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Versatile and Scalable Cosparse Methods for Physics-Driven Inverse Problems

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Sparse Photoacoustic Microscopy Reconstruction Based on Matrix Nuclear Norm Minimization

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Automatic Container Code Recognition Using Compressed Sensing Method

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Non-uniform Sampling Scheme Based on Low-Rank Matrix Approximate for Sparse Photoacoustic Microscope System

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Photoacoustic tomography and its applications

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High spatial resolution temperature field reconstruction using virtual acoustic ray method

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Inversion algorithm based on the generalized objective functional for compressed sensing

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Full-view photoacoustic tomography using asymmetric distributed sensors optimized with compressed sensing method

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Efficient block-sparse model-based algorithm for photoacoustic image reconstruction

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Compressive Sampling Photoacoustic Microscope System based on Low Rank Matrix Completion

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ADMM based low-rank and sparse matrix recovery method for sparse photoacoustic microscopy

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Multiscale reconstruction algorithm for compressed sensing

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Removing high contrast artifacts via digital inpainting in cryo-electron tomography: An application of compressed sensing

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Optoacoustic model-based inversion using anisotropic adaptive total-variation regularization

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Single laser-shot super-resolution photoacoustic tomography with fast sparsity-based reconstruction

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Compressed single-shot 3D photoacoustic imaging with a single-element transducer

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Classification of clouds in satellite imagery using over-complete dictionary via sparse representation

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Compressed sensing for STEM tomography

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Total variation based gradient descent algorithm for sparse-view photoacoustic image reconstruction

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MUnet: A model-based unrolled reconstruction framework for computational photoacoustic imaging

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Compressed Sensing with Gaussian Sampling Kernel for Ultrasound Imaging

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Feasibility of a Generative Adversarial Network for Artifact Removal in Experimental Photoacoustic Imaging

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Accelerating photoacoustic microscopy by reconstructing undersampled images using diffusion models

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Deep learning codesign for ultrasparse, high‑performance optoacoustic imaging

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Compressive sensing photoacoustic imaging based on multi-view error gradient fusion

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Effect of excitation pulse width on thermoacoustic signal characteristics and the corresponding algorithm for optimization of imaging resolution

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Progress in biomedical photoacoustic imaging instrumentation toward clinical application

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On the robustness of model-based algorithms for photoacoustic tomography: Comparison between time and frequency domains

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Virtual wave based phasor field projection for photoacoustic imaging

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An application of compressive sensing for image fusion

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Compressed sensing photoacoustic imaging based on the gradient projection Newton pursuit algorithm

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Fast quantification of immunohistochemistry tissue microarrays in lung carcinoma

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Deep learning for photoacoustic tomography from sparse data

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Investigation of iterative image reconstruction in three-dimensional optoacoustic tomography

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A simple Fourier transform-based reconstruction formula for photoacoustic computed tomography with a circular or spherical measurement geometry

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Weighted model-based optoacoustic reconstruction in acoustic scattering media

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Vector Based Reconstruction Method in Magneto-Acousto-Electrical Tomography with Magnetic Induction

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Accelerated high-resolution photoacoustic tomography via compressed sensing

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A framework for directional and higher-order reconstruction in photoacoustic tomography

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ℓ 0 gradient minimization for limited-view photoacoustic tomography

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Enhanced Photoacoustic Imaging via a Three-Stage Compressed Sensing Framework

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Subspace Newton L0-Regularized Method for Photoacoustic Imaging

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Deep learning aided determination of the optimal number of detectors for photoacoustic tomography

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Non-uniform sampling scheme based on low rank matrix approximate for sparse photoacoustic microscope system

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Limited-View Photoacoustic Tomography Based on Transient Radiative Transfer Equation

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4D Hyperspectral Photoacoustic Data Restoration with Reliability Analysis

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Ultrafast acoustoelectric imaging

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Tomographic Reconstruction of Three-Dimensional Volumes Using the Distorted Born Iterative Method

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Fast Semi-Analytical Model-Based Acoustic Inversion for Quantitative Optoacoustic Tomography

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Guest Editorial Compressive Sensing for Biomedical Imaging

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Time-Resolved Interventional Cardiac C-arm Cone-Beam CT: An Application of the PICCS Algorithm

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Accurate Model-Based Reconstruction Algorithm for Three-Dimensional Optoacoustic Tomography

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Model-Based Optoacoustic Image Reconstruction of Large Three-Dimensional Tomographic Datasets Acquired With an Array of Directional Detectors

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Discrete Imaging Models for Three-Dimensional Optoacoustic Tomography Using Radially Symmetric Expansion Functions

inferred← citeshttps://doi.org/10.1109/tmi.2016.2584120openalex-snapshot

Curve-Driven-Based Acoustic Inversion for Photoacoustic Tomography

inferred← citeshttps://doi.org/10.1109/tmi.2016.2606482openalex-snapshot

Analysis of Negatively Focused Ultrasound Detectors in Optoacoustic Tomography

inferred← citeshttps://doi.org/10.1109/tmi.2017.2704019openalex-snapshot

Efficient 3-D Model-Based Reconstruction Scheme for Arbitrary Optoacoustic Acquisition Geometries

inferred← citeshttps://doi.org/10.1109/tmi.2018.2820382openalex-snapshot

Model-Based Learning for Accelerated, Limited-View 3-D Photoacoustic Tomography

inferred← citeshttps://doi.org/10.1109/tmi.2018.2889314openalex-snapshot

Fractional Regularization to Improve Photoacoustic Tomographic Image Reconstruction

inferred← citeshttps://doi.org/10.1109/tmi.2020.2996240openalex-snapshot

Multispectral Interlaced Sparse Sampling Photoacoustic Tomography

inferred← citeshttps://doi.org/10.1109/tmi.2022.3162839openalex-snapshot

Curvelet Transform-Based Sparsity Promoting Algorithm for Fast Ultrasound Localization Microscopy

inferred← citeshttps://doi.org/10.1109/tmi.2022.3192072openalex-snapshot

Deep and Domain Transfer Learning Aided Photoacoustic Microscopy: Acoustic Resolution to Optical Resolution

inferred← citeshttps://doi.org/10.1109/tpami.2023.3310981openalex-snapshot

Reliability-Aware Restoration Framework for 4D Spectral Photoacoustic Data

inferred← citeshttps://doi.org/10.1109/tuffc.2017.2682180openalex-snapshot

Compressed Sensing Based Synthetic Transmit Aperture Imaging: Validation in a Convex Array Configuration

inferred← citeshttps://doi.org/10.1109/tuffc.2018.2828644openalex-snapshot

Ultrasonic Wave-Speed Diffraction Tomography With Undersampled Data Using Virtual Transducers

inferred← citeshttps://doi.org/10.1109/tuffc.2020.3038622openalex-snapshot

Fast 3-D Opto-Acoustic Simulation for Linear Array With Rectangular Elements

inferred← citeshttps://doi.org/10.1109/tuffc.2021.3060371openalex-snapshot

Subaperture Processing-Based Adaptive Beamforming for Photoacoustic Imaging

inferred← citeshttps://doi.org/10.1109/tuffc.2023.3272917openalex-snapshot

Utilization of Curvelet Transform in Reconstructing Cellular Images for Undersampled Optical-Resolution Photoacoustic Microscopy

inferred← citeshttps://doi.org/10.1109/ultsym.2010.5935479openalex-snapshot

3D Compressed sensing ultrasound imaging

inferred← citeshttps://doi.org/10.1109/ultsym.2012.0487openalex-snapshot

Fast image acquisition in pulse-echo ultrasound imaging using compressed sensing

inferred← citeshttps://doi.org/10.1109/ultsym.2013.0232openalex-snapshot

Ultrasound compressed sensing: Performance study of reconstruction on different ultrasound imaging data

inferred← citeshttps://doi.org/10.1109/ultsym.2013.0248openalex-snapshot

Echo parameter estimation for ultrasonic NDE applications via a two-step compressed sensing

inferred← citeshttps://doi.org/10.1109/ultsym.2014.0479openalex-snapshot

NDE applications of compressed sensing, signal decomposition and echo estimation

inferred← citeshttps://doi.org/10.1109/ultsym.2015.0307openalex-snapshot

Compressive adaptive beamforming in 2D and 3D ultrafast active cavitation imaging

inferred← citeshttps://doi.org/10.1109/ultsym.2016.7728883openalex-snapshot

Three-dimensional photoacoustic reconstruction for sparse array using compressed sensing based on k-space algorithm

inferred← citeshttps://doi.org/10.1109/ultsym.2018.8579737openalex-snapshot

Deep Learning Versus $\ell^{1}$ -Minimization for Compressed Sensing Photoacoustic Tomography

inferred← citeshttps://doi.org/10.1109/ultsym.2018.8580037openalex-snapshot

Sparsity-Promoting Photoacoustic Imaging with Source Estimation

inferred← citeshttps://doi.org/10.1109/wf-iot.2018.8355140openalex-snapshot

Energy efficient wireless sensor networks utilizing adaptive dictionary in compressed sensing

inferred← citeshttps://doi.org/10.11113/jt.v64.2131openalex-snapshot

A Review of Tomography System

inferred← citeshttps://doi.org/10.1117/1.3290818openalex-snapshot

Real-time diffuse optical tomography based on structured illumination

inferred← citeshttps://doi.org/10.1117/1.3302807openalex-snapshot

Real-time photoacoustic tomography of cortical hemodynamics in small animals

inferred← citeshttps://doi.org/10.1117/1.3381187openalex-snapshot

Compressed sensing in photoacoustic tomography in vivo

inferred← citeshttps://doi.org/10.1117/1.3570828openalex-snapshot

Tomographic bioluminescence imaging reconstruction via a dynamically sparse regularized global method in mouse models

inferred← citeshttps://doi.org/10.1117/1.jbo.18.10.106005openalex-snapshot

High-resolution optoacoustic mesoscopy with a 24 MHz multidetector translate-rotate scanner

inferred← citeshttps://doi.org/10.1117/1.jbo.18.6.066008openalex-snapshot

Efficient discrete cosine transform model–based algorithm for photoacoustic image reconstruction

inferred← citeshttps://doi.org/10.1117/1.jbo.19.3.036003openalex-snapshot

Compressed sensing based virtual-detector photoacoustic microscopy in vivo

inferred← citeshttps://doi.org/10.1117/1.jbo.21.7.076007openalex-snapshot

High-speed, sparse-sampling three-dimensional photoacoustic computed tomography in vivo based on principal component analysis

inferred← citeshttps://doi.org/10.1117/1.jbo.22.3.030501openalex-snapshot

Compressed single pixel imaging in the spatial frequency domain

inferred← citeshttps://doi.org/10.1117/1.jbo.24.12.121907openalex-snapshot

Single-pixel camera photoacoustic tomography

inferred← citeshttps://doi.org/10.1117/1.jbo.29.s1.s11529openalex-snapshot

Design, implementation, and analysis of a compressed sensing photoacoustic projection imaging system

inferred← citeshttps://doi.org/10.1117/12.2007340openalex-snapshot

A simple Fourier transform-based reconstruction formula for photoacoustic computed tomography with a circular or spherical measurement geometry

inferred← citeshttps://doi.org/10.1117/12.2037149openalex-snapshot

Image reconstruction of photoacoustic tomography based on finite-aperture-effect corrected compressed sensing algorithm

inferred← citeshttps://doi.org/10.1117/12.2039525openalex-snapshot

Patterned interrogation scheme for compressed sensing photoacoustic imaging using a Fabry Perot planar sensor

inferred← citeshttps://doi.org/10.1117/12.2043611openalex-snapshot

Estimation of sparse null space functions for compressed sensing in SPECT

inferred← citeshttps://doi.org/10.1117/12.2069221openalex-snapshot

Compressed sensing based on the improved wavelet transform for image processing

inferred← citeshttps://doi.org/10.1117/12.2073338openalex-snapshot

Simulation of the atmospheric turbulence image reconstruction based on compressed sensing

inferred← citeshttps://doi.org/10.1117/12.2192948openalex-snapshot

CS-based fast ultrasound imaging with improved FISTA algorithm

inferred← citeshttps://doi.org/10.1117/12.2209301openalex-snapshot

Sparsifying transformations of photoacoustic signals enabling compressed sensing algorithms

inferred← citeshttps://doi.org/10.1117/12.2244916openalex-snapshot

Adaptive photoacoustic imaging quality optimization with EMD and reconstruction

inferred← citeshttps://doi.org/10.1117/12.2252728openalex-snapshot

Photoacoustic imaging with a multi-view Fabry-Pérot scanner

inferred← citeshttps://doi.org/10.1117/12.2289975openalex-snapshot

Dual-wavelength OR-PAM with compressed sensing for cell tracking in a 3D cell culture system

inferred← citeshttps://doi.org/10.1117/12.2291371openalex-snapshot

Sparse-view photoacoustic tomography using virtual parallel-projections and spatially adaptive filtering

inferred← citeshttps://doi.org/10.1117/12.2291535openalex-snapshot

Model-based photoacoustic image reconstruction using compressed sensing and smoothed L0 norm

inferred← citeshttps://doi.org/10.1117/12.3061888openalex-snapshot

Advanced compressed sensing photoacoustic imaging techniques using iteratively enhanced L1 regularization

inferred← citeshttps://doi.org/10.1117/12.841311openalex-snapshot

Compressed sensing in photoacoustic tomography with in vivo experiments

inferred← citeshttps://doi.org/10.1117/12.872720openalex-snapshot

3D photoacoustic imaging

inferred← citeshttps://doi.org/10.1118/1.3481510openalex-snapshot

Compressed sensing based cone‐beam computed tomography reconstruction with a first‐order methoda)

inferred← citeshttps://doi.org/10.1118/1.3533669openalex-snapshot

Fast, limited‐data photoacoustic imaging for multiplexed systems using a frequency‐domain estimation technique

inferred← citeshttps://doi.org/10.1118/1.3589141openalex-snapshot

Model‐based optoacoustic inversion with arbitrary‐shape detectors

inferred← citeshttps://doi.org/10.1118/1.4774361openalex-snapshot

Accelerating image reconstruction in three-dimensional optoacoustic tomography on graphics processing units

inferred← citeshttps://doi.org/10.1118/1.4893530openalex-snapshot

Spatiospectral denoising framework for multispectral optoacoustic imaging based on sparse signal representation

inferred← citeshttps://doi.org/10.1118/1.4928596openalex-snapshot

Sparsity‐based acoustic inversion in cross‐sectional multiscale optoacoustic imaging

inferred← citeshttps://doi.org/10.1121/1.5042230openalex-snapshot

A sparsification and reconstruction strategy for compressed sensing photoacoustic tomography

inferred← citeshttps://doi.org/10.1134/s1061830922050023openalex-snapshot

Applying Compression Recognition Method to Achieve Superresolution of Echo Signals

inferred← citeshttps://doi.org/10.1134/s1063771019040031openalex-snapshot

Reconstruction of Ultrasound Reflector Images from Incomplete Data Using the Compressive Sensing Method

inferred← citeshttps://doi.org/10.1137/141001408openalex-snapshot

A Novel Compressed Sensing Scheme for Photoacoustic Tomography

inferred← citeshttps://doi.org/10.1137/18m1170066openalex-snapshot

Enhancing Compressed Sensing 4D Photoacoustic Tomography by Simultaneous Motion Estimation

inferred← citeshttps://doi.org/10.1137/20m1330634openalex-snapshot

The Trimmed Lasso: Sparse Recovery Guarantees and Practical Optimization by the Generalized Soft-Min Penalty

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