Photoacoustic image reconstruction based on Bayesian compressive sensing algorithm

M Sun, N Feng, Y Shen, J Li, L Ma, Z Wu - Chinese Optics Letters, 2011 - opg.optica.org
The photoacoustic tomography (PAT) method, based on compressive sensing (CS) theory,
requires that, for the CS reconstruction, the desired image should have a sparse …

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

CH Chiu, Y Chuo, ML Li - Photons Plus Ultrasound: Imaging …, 2014 - spiedigitallibrary.org
In this study, we proposed a new compressed sensing (CS) based image reconstruction
method for photoacoustic tomography (PAT). To eliminate the finite aperture effect, the …

Compressive Sensing Based Algorithms for Limited-View PAT Image Reconstruction

MJ John, I Barhumi - 2023 Asia Pacific Signal and Information …, 2023 - ieeexplore.ieee.org
Limited-view sensor arrangement is a major concern in medical imaging as it limits the data
that the sensor could acquire. However, this limitation, signal sparsity, can be exploited …

Simulation study of compressed sensing photoacoustic tomography based on k-space pseudospectral method

B Li, A Zhao, J Zhang, Q He, J Liu… - … Information Fusion, and …, 2021 - spiedigitallibrary.org
As a new non-destructive biomedical imaging modality, photoacoustic imaging not only has
high contrast of optical imaging but also has high penetration depth of ultrasonic imaging …

Fast high-quality sparse reconstruction of photoacoustic imaging based on HTP compressed sensing

J Tang, A Zhao, B Li, X Song - Novel Optical Systems, Methods …, 2021 - spiedigitallibrary.org
As a new non-destructive medical imaging technology, photoacoustic imaging combines the
advantages of optical imaging and ultrasonic imaging, which has the characteristics of high …

The application of compressed sensing method in photoacoustic image reconstruction

D Hu, J Wang, E Fang, W Zhou… - 2014 4th IEEE …, 2014 - ieeexplore.ieee.org
Full-scanned photoacoustic data of the sample are needed to achieve better quality of the
reconstructed photoacoustic image with filtered back projection algorithm. However, such a …

Novel optimization method for multi-dimensional breast photoacoustic tomography

M Cao, T Feng, J Yuan, S Du, X Liu… - Optics in Health …, 2014 - spiedigitallibrary.org
Photoacoustic tomography (PAT) is an effective optical biomedical imaging method which is
characterized with noninonizing and noninvasive, presenting good soft tissue contrast with …

Compressed Sensing for Photoacoustic Computed Tomography Using an Untrained Neural Network

H Lan, J Zhang, C Yang, F Gao - arXiv preprint arXiv:2105.14255, 2021 - arxiv.org
Photoacoustic (PA) computed tomography (PACT) shows great potentials in various
preclinical and clinical applications. A great number of measurements are the premise that …

Virtual compressed sensing photoacoustic imaging using CoSaMP algorithm based on k-wave

M Sun, A Zhao, B Li, J Zhang, Q He… - … National Conference on …, 2021 - spiedigitallibrary.org
In recent years, photoacoustic imaging technology has developed rapidly and has become
one of the most important technologies in the field of biomedical imaging. Photoacoustic …

Compressed sensing in photoacoustic tomography with in vivo experiments

Z Guo, C Li, L Song, LV Wang - Photons Plus Ultrasound …, 2010 - spiedigitallibrary.org
The data acquisition speed in photoacoustic computed tomography (PACT) is limited by the
laser repetition rate and the number of parallel ultrasound detecting channels …