Ultrafast CMOS image sensors and data-enabled super-resolution for multimodal radiographic imaging and tomography
X. Yue, S. Lin, W. Li, B. Wolfe, S. Clayton, M. Makela, C. Morris, S. Spannagel, E. Ramberg, J. Estrada, H. Zhu, J. Liu, E. Fossum and Z. Wang*
March 13, 2023
We summarize recent progress in ultrafast Complementary Metal Oxide Semiconductor (CMOS) image sensor development and the application of neural networks for post-processing of CMOS and charge-coupled device (CCD) image data to achieve sub-pixel resolution (thus `super-resolution'). The combination of novel CMOS pixel designs and data-enabled image post-processing provides a promising path towards ultrafast high-resolution multi-modal radiographic imaging and tomography applications.
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