We present convolutional neural network models that can predict focused fluorescent microscopic images (modified UNET with cGAN) as well as the focal length (using the VGG model) from blurred images captured at overfocused or underfocused planes.

© 2019 The Author(s)

PDF Article


You do not have subscription access to this journal. Citation lists with outbound citation links are available to subscribers only. You may subscribe either as an OSA member, or as an authorized user of your institution.

Contact your librarian or system administrator
Login to access OSA Member Subscription