Ms. Mengfan Geng Profile

Mengfan Geng

at Beijing Univ of Technology

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Publications (2)

SPIE Journal Paper | 16 February 2023 Open Access

X-ray Cherenkov-luminescence tomography reconstruction with a three-component deep learning algorithm: Swin transformer, convolutional neural network, and locality module

Jinchao Feng, Hu Zhang, Mengfan Geng, Hanliang Chen, Kebin Jia, Zhonghua Sun, Zhe Li, Xu Cao, Brian Pogue

JBO, Vol. 28, Issue 02, 026004, (February 2023) https://doi.org/10.1117/12.10.1117/1.JBO.28.2.026004

KEYWORDS: Image restoration, Reconstruction algorithms, X-rays, Tomography, Transformers, Education and training, Image quality, Quantum deep learning, Detection and tracking algorithms, In vivo imaging

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Proceedings Article | 4 March 2022 Poster + Presentation + Paper

Improved image quality for Cherenkov-excited luminescence scanned tomography based on learned KSVD

Hu Zhang, Zhe Li, Zhonghua Sun, Mengfan Geng, Kebin Jia, Jinchao Feng

Proceedings Volume 11943, 119430G (2022) https://doi.org/10.1117/12.2607478

KEYWORDS: Reconstruction algorithms, Luminescence, Image quality, Detection and tracking algorithms, Quantum efficiency, Tomography, Tissues, Numerical simulations, Neural networks, Intelligence systems

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