Neural network-based single-shot autofocusing of microscopy images

Using fluorescence and brightfield microscopy modalities, we demonstrate a deep learning-based offline autofocusing method to blindly autofocus an image that is captured at an unknown out-of-focus distance or on a tilted sample plane.