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

Y Zhang, Y Wang, C Zhang - Ultrasonics, 2012 - Elsevier
In photoacoustic imaging (PAI), reconstruction from sparse-view sampling data is a
remaining challenge in the cases of fast or real-time imaging. In this paper, we present our …

[HTML][HTML] A photoacoustic image reconstruction method using total variation and nonconvex optimization

C Zhang, Y Zhang, Y Wang - Biomedical engineering online, 2014 - Springer
Background In photoacoustic imaging (PAI), the reduction of scanning time is a major
concern for PAI in practice. A popular strategy is to reconstruct the image from the sparse …

Compressed sensing photoacoustic imaging based on fast alternating direction algorithm

X Liu, D Peng, W Guo, X Ma, X Yang… - International journal of …, 2012 - Wiley Online Library
Photoacoustic imaging (PAI) has been employed to reconstruct endogenous optical contrast
present in tissues. At the cost of longer calculations, a compressive sensing reconstruction …

[HTML][HTML] Photoacoustic imaging reconstruction using combined nonlocal patch and total-variation regularization for straight-line scanning

J Wang, Y Wang - BioMedical Engineering OnLine, 2018 - Springer
Background For practical straight-line scanning in photoacoustic imaging (PAI), serious
artifacts caused by missing data will occur. Traditional total variation (TV)-based algorithms …

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 …

Compressed-sensing photoacoustic imaging based on random optical illumination

D Liang, HF Zhang, L Ying - International Journal of …, 2009 - inderscienceonline.com
Limited-view acquisition suffers from artefacts and loss of resolution for reconstruction-based
Photoacoustic Imaging (PAI). In this paper, a completely new acquisition and reconstruction …

Image reconstruction based on compressed sensing for sparse-data endoscopic photoacoustic tomography

S Zheng, Y Xiangyang - Computers in Biology and Medicine, 2020 - Elsevier
Endoscopic photoacoustic tomography (EPAT) is an interventional application of
photoacoustic tomography (PAT) to visualize anatomical features and functional …

Photoacoustic imaging method based on arc-direction compressed sensing and multi-angle observation

M Sun, N Feng, Y Shen, X Shen, L Ma, J Li, Z Wu - Optics express, 2011 - opg.optica.org
In photoacoustic imaging (PAI), the photoacoustic (PA) signal can be observed only from
limit-view angles due to some structure limitations. As a result, data incompleteness artifacts …

[HTML][HTML] Sparse-view reconstruction for photoacoustic tomography combining diffusion model with model-based iteration

X Song, G Wang, W Zhong, K Guo, Z Li, X Liu, J Dong… - Photoacoustics, 2023 - Elsevier
As a non-invasive hybrid biomedical imaging technology, photoacoustic tomography
combines high contrast of optical imaging and high penetration of acoustic imaging …

Investigation on reconstruction for frequency domain photoacoustic imaging via TVAL3 regularization algorithm

Q Kong, R Gong, J Liu, X Shao - IEEE Photonics Journal, 2018 - ieeexplore.ieee.org
Photoacoustic imaging (PAI) has been widely investigated by researchers from a range of
areas. According to the differences between excitation laser sources, PAI can be …