Conceitos essenciais
深層学習を使用して、妥協された測定メトリクスを補償し、高度な生物光子応用の向上を実現する。
Estatísticas
Luo et al. (2021) - Single-shot autofocusing method Deep-R accelerates autofocusing process.
Yang et al. (2021) - W-Net enhances DOF by approximately 20-fold.
Fanous and Popescu (2022) - GANscan enables ultra-fast image acquisition through motion-blurred scanning.
Chen et al. (2023) - eFIN enables sharper imaging while maintaining quality.
Citações
"Deep learning has already demonstrated its ability to enhance the PSF, thus improving high-resolution imaging."
"Deep learning compensation results in speed, cost, and/or size benefits."
"Deep learning contributes to maximizing the advantages of undersampling data in biophotonics."