Deep Learning Based Bacteria Classification from SEM Images Using a Combination of Membrane and Internal Features

Scanning electron microscopes (SEM) take very high-magnification images that allow us to examine the mor-phological features of bacteria samples in great detail. However, there are two major problems associated with this task. First, typical SEM images of bacteria show many different bacteria touching each other. For accurate classification and quantitative analysis, the touching bacteria need to ...