paper

Ultrafast CMOS image sensors and data-enabled super-resolution for multimodal radiographic imaging and tomography

arXiv:2301.11865 · doi:10.22323/1.420.0041

Abstract

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 $s u p er$ - $r eso l u t i o n$ ). 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.

12 pages, 10 figures