Image restoration of undersampled two-photon microscopy with conditional generative adversarial network

Abstract

We demonstrate the use of conditional generative adversarial network in restoring undersampled two-photon microscopic image. Image resolution and contrast can be substantially improved without noticeable artefacts with a 4-fold increase in imaging speed.