Dr. Philipp Heuser Profile

Dr. Philipp Heuser

at Deutsches Elektronen-Synchrotron

SPIE Involvement:

Author

Publications (4)

Proceedings Article | 23 October 2024 Presentation + Paper

Machine learning for the reconstruction and analysis of synchrotron-radiation tomography data

Julian Moosmann, Jennifer Ahrens, Sarah Irvine, Tak Ming Wong, Christian Lucas, Felix Beckmann, Jörg Hammel, D. C. Florian Wieland, Berit Zeller-Plumhoff, Philipp Heuser

Proceedings Volume 13152, 131520Z (2024) https://doi.org/10.1117/12.3028018

KEYWORDS: Image segmentation, Tomography, Machine learning

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Proceedings Article | 28 September 2023 Presentation

Artificial intelligence for synchrotron-radiation tomography

Julian Moosmann, Bashir Kazimi, Philipp Heuser, Frank Schlünzen, Ivo Baltruschat, Sahar Kakavand, Christian Lucas, Stefan Bruns, Berit Zeller-Plumhoff, Florian Wieland, Hanna Cwieka, Silja Flenner, Imke Greving, Jörg Hammel, Felix Beckmann

Proceedings Volume PC12655, PC1265502 (2023) https://doi.org/10.1117/12.2675628

KEYWORDS: Tomography, Artificial intelligence, X-rays, Synchrotron radiation, Phase contrast, Machine learning, Image segmentation, X-ray imaging, Tunable filters, Synchrotron x-ray imaging

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Proceedings Article | 10 November 2022 Presentation + Paper

An active learning approach for the interactive and guided segmentation of tomography data

Bashir Kazimi, Philipp Heuser, Frank Schluenzen, Hanna Cwieka, Diana Krüger, Berit Zeller-Plumhoff, Florian Wieland, Jörg Hammel, Felix Beckmann, Julian Moosmann

Proceedings Volume 12242, 122420F (2022) https://doi.org/10.1117/12.2637973

KEYWORDS: Tomography, Image segmentation, Monte Carlo methods, Performance modeling, Bone, Process modeling, Data acquisition, Analytical research, Web services, Synchrotron radiation

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Proceedings Article | 10 September 2019 Paper

A load frame for in situ tomography at PETRA III

Julian Moosmann, D. C. Florian Wieland, Berit Zeller-Plumhoff, Silvia Galli, Diana Krüger, Alexey Ershov, Silke Lautner, Julian Sartori, Mason Dean, Sebastian Köhring, Hilmar Burmester, Thomas Dose, Niccoló Peruzzi, Ann Wennerberg, Regine Willumeit-Römer, Fabian Wilde, Philipp Heuser, Jörg Hammel, Felix Beckmann

Proceedings Volume 11113, 1111318 (2019) https://doi.org/10.1117/12.2530445

KEYWORDS: Tomography, Phase contrast, Materials science, Control systems, Feedback loops, Signal attenuation, Interferometers, Bone, Mechanics, Kinematics

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