Convolutional neural network advances in demosaicing for fluorescent cancer imaging with color-near-infrared sensors.
Yifei JinBorislav KondovGoran KondovSunil SinghalShuming NieViktor GruevPublished in: Journal of biomedical optics (2024)
We showcase enhancements in image resolution for both color and NIR modalities through the use of an optimized CNN tailored for a hexachromatic image sensor. With the ongoing advancements in graphics card computational power, our approach delivers significant improvements in resolution that are feasible for real-time execution in surgical environments.