Mr. Joseph Kuo Profile

Joseph Kuo

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Publications (3)

Proceedings Article | 12 March 2024 Presentation + Paper

A learning-based image reconstruction method for skull-induced aberration compensation in transcranial photoacoustic computed tomography

Hsuan-Kai Huang, Joseph Kuo, Seonyeong Park, Umberto Villa, Lihong Wang, Mark Anastasio

Proceedings Volume 12842, 128420C (2024) https://doi.org/10.1117/12.3008569

KEYWORDS: Image restoration, Skull, Photoacoustic tomography, Elasticity, 3D modeling, Model based design, Acoustics, 3D image reconstruction

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Proceedings Article | 7 April 2023 Presentation + Paper

Memory-efficient self-supervised learning of null space projection operators

Albert Zhai, Joseph Kuo, Mark Anastasio, Umberto Villa

Proceedings Volume 12463, 124631I (2023) https://doi.org/10.1117/12.2654260

KEYWORDS: Imaging systems, Matrices, Tomography, Singular value decomposition, Image processing, Radon transform, Mathematical optimization, Machine learning, Linear algebra, Medical image processing, Computational imaging, Medical imaging

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Learning a projection operator onto the null space of a linear imaging operator

Joseph Kuo, Jason Granstedt, Umberto Villa, Mark Anastasio

Proceedings Volume 11595, 115953X (2021) https://doi.org/10.1117/12.2582263

KEYWORDS: Space operations, Reconstruction algorithms, Imaging systems, Magnetic resonance imaging, Linear algebra, Image restoration, Image resolution, Artificial neural networks

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