Denoising Microscopy Images with a Physics-Based Prior

Emaad Khwaja

UC Berkeley - UCSF Bioengineering Program

Paper

Video

Background

Fluorescence microscopy is a cornerstone of biomedical research. By utilizing fluorescent probes tagged to biological molecules, cellular structures can be visualized under an optical microscope. This information is imperative for investigating biological function as well as biological engineering of molecules for applications like drug development and synthetic biology.

But microscope images are full of noise