학술논문

Ultrafast CMOS image sensors and data-enabled super-resolution for multimodal radiographic imaging and tomography
Document Type
Working Paper
Source
Proceedings of Science ; Vol.420, p.041, 8 May 2023
Subject
Physics - Instrumentation and Detectors
Electrical Engineering and Systems Science - Image and Video Processing
Language
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 $super$-$resolution$). 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.
Comment: 12 pages, 10 figures