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Johannes Schwab
at Univ Innsbruck
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Publications (4)
Proceedings Article | 27 February 2019 Paper
NETT regularization for compressed sensing photoacoustic tomography
Proceedings Volume 10878, 108783B (2019) https://doi.org/10.1117/12.2508486
KEYWORDS: Compressed sensing, Convolution, Photoacoustic tomography, Sensors, Reconstruction algorithms, Inverse problems, Neural networks, Image restoration, Network architectures
Proceedings Article | 27 February 2019 Paper
Learned backprojection for sparse and limited view photoacoustic tomography
Johannes Schwab, Stephan Antholzer, Markus Haltmeier
Proceedings Volume 10878, 1087837 (2019) https://doi.org/10.1117/12.2508438
KEYWORDS: Sensors, Acquisition tracking and pointing, Photoacoustic tomography, Reconstruction algorithms, Image restoration, Detection and tracking algorithms, Photoacoustic spectroscopy, Distance measurement, Acoustics, 3D image reconstruction
Proceedings Article | 27 February 2019 Paper
Deep Learning of truncated singular values for limited view photoacoustic tomography
Proceedings Volume 10878, 1087836 (2019) https://doi.org/10.1117/12.2508418
KEYWORDS: Acquisition tracking and pointing, Image restoration, Photoacoustic tomography, Inverse problems, Photoacoustic spectroscopy, Neural networks, Acoustics, Sensors, Network architectures, Tomography
Proceedings Article | 19 February 2018 Paper
Photoacoustic image reconstruction via deep learning
Proceedings Volume 10494, 104944U (2018) https://doi.org/10.1117/12.2290676
KEYWORDS: Image restoration, Acquisition tracking and pointing, Reconstruction algorithms, Sensors, Acoustics, Network architectures, Photoacoustic spectroscopy, Photoacoustic tomography, Neural networks, Convolution
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